Updated on 2024/05/14

 
KAMIYA Tohru
 
Scopus Paper Info  
Total Paper Count: 0  Total Citation Count: 0  h-index: 20

Citation count denotes the number of citations in papers published for a particular year.

Affiliation
Faculty of Engineering Department of Mechanical and Control Engineering
Job
Professor
E-mail
メールアドレス
Phone
+81-93-884-3185
Fax
+81-93-861-1159
External link

Research Interests

  • Medical imaging

  • Image measurement

Research Areas

  • Manufacturing Technology (Mechanical Engineering, Electrical and Electronic Engineering, Chemical Engineering) / Measurement engineering

  • Informatics / Intelligent informatics

  • Life Science / Medical systems

Undergraduate Education

  • 1994.03   Kyushu Institute of Technology   Faculty of Engineering   Graduated   Japan

Degree

  • Kyushu Institute of Technology  -  Doctor of Engineering   2001.03

Biography in Kyutech

  • 2022.04
    -
    2024.03
     

    Kyushu Institute of Technology   International Operations Headquarters   Executive Vice President  

  • 2022.04
    -
    2024.03
     

    Kyushu Institute of Technology   International Operations Headquarters  

  • 2020.04
    -
    2022.03
     

    Kyushu Institute of Technology   Faculty of Engineering  

  • 2018.04
    -
    2019.03
     

    Kyushu Institute of Technology   Faculty of Engineering   Department of Mechanical and Control Engineering  

  • 2011.04
     

    Kyushu Institute of Technology   Faculty of Engineering   Department of Mechanical and Control Engineering   Professor  

Academic Society Memberships

  • 2012.04   医用画像情報学会   Japan

Research Career

  • 肺音診断支援法に関する研究

    研究期間: 2018.04  - 

  • 歯科検診用CT画像の画像解析に関する研究

    Dental CT

    研究期間: 2010.01  - 

Papers

  • 呼吸音から生成した複数画像による呼吸器疾患の自動分類

    田端, 陸, 神谷, 間普, 木戸

    電子情報通信学会技法IE2023-32   2023.12

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    Authorship:Corresponding author   Language:Japanese   Publishing type:Research paper (conference, symposium, etc.)

    日本   北九州市   2023.12.12

  • Res BCDU-SCB Net: A Lung CT Image Segmentation based on SC-BLSTM Reviewed International journal

    Wang T., Li G., Tang C., Kamiya T.

    ACM International Conference Proceeding Series   42 - 46   2023.07

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    Language:English   Publishing type:Research paper (international conference proceedings)

    DOI: 10.1145/3613307.3613316

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  • Research on adaptive formation control of mobile robot based on improved virtual spring method Reviewed International journal

    Chen Y., Li B., Kamiya T., Shi X.

    ACM International Conference Proceeding Series   775 - 780   2023.03

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    Language:English   Publishing type:Research paper (international conference proceedings)

    DOI: 10.1145/3594315.3594404

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  • Volumetric choroidal segmentation using 3D residual U-Net Reviewed International journal

    Li G., Wang K., Wang X., Sun B., Wang K., Gao Y., Sun S., Kamiya T., Dai Y.

    ACM International Conference Proceeding Series   145 - 149   2023.03

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    Authorship:Corresponding author   Language:English   Publishing type:Research paper (international conference proceedings)

    DOI: 10.1145/3594315.3594337

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  • Research on Semantic segmentation co-evolutionary method for Automated Driving Haze Images Reviewed International journal

    Tang C., Wang Y., Kamiya T., Li Y.

    ACM International Conference Proceeding Series   157 - 163   2023.03

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    Language:English   Publishing type:Research paper (international conference proceedings)

    DOI: 10.1145/3594315.3594339

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  • Automatic Classification Method for Plastic Bottles and Caps Using Multi Attention Eff-UNet Reviewed International journal

    Moritsuka, Kamiya

    International Conference on Artificial Lefe and Robotics   980 - 93   2023.02

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    Authorship:Last author, Corresponding author   Language:English   Publishing type:Research paper (international conference proceedings)

  • CNNを用いた磁粉探傷画像の分類法 Reviewed

    森塚、神谷

    バイオメディカル・ファジィ・システム学会誌   24 ( 2 )   35 - 42   2023.02

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    Authorship:Last author, Corresponding author   Language:Japanese   Publishing type:Research paper (scientific journal)

  • Atomatic Identification of Tumor Cells for Circulating Tumor Cells by Convolutional Neural Netwokrs Reviewed International journal

    Hashimoto, Kamiya, Li, Yoneda, Tanaka

    International Journal of Innovative Computing, Information and Control   19 ( 1 )   1 - 14   2023.02

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    Authorship:Corresponding author   Language:English   Publishing type:Research paper (scientific journal)

  • AI技術の医用画像解析への応用 Invited Reviewed

    神谷

    計測と制御   62 ( 2 )   95 - 97   2023.02

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    Authorship:Lead author, Last author, Corresponding author   Language:Japanese   Publishing type:Research paper (scientific journal)

  • AUTOMATIC IDENTIFICATION OF TUMOR CELLS FOR CIRCULATING TUMOR CELLS BY CONVOLUTIONAL NEURAL NETWORKS Reviewed International journal

    Hashimoto K., Kamiya T., Li G., Yoneda K., Tanaka F.

    ICIC Express Letters   19 ( 1 )   1 - 14   2023.02

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    Authorship:Corresponding author   Language:English   Publishing type:Research paper (scientific journal)

    DOI: 10.24507/ijicic.19.01.1

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  • 深層学習による経時的差分像からの結節状陰影の検出

    神谷,芳野,寺澤,青木

    第14回呼吸機能イメージング研究会学術集会   70 - 70   2023.01

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    Authorship:Lead author, Corresponding author   Language:Japanese   Publishing type:Research paper (conference, symposium, etc.)

  • Squeeze-and-Excitation Block Based Mask R-CNN for Object Instance Segmentation Reviewed

    Nagasawa K., Ishiyama S., Lu H., Kamiya T., Nakatoh Y., Serikawa S., Li Y.

    Communications in Computer and Information Science   1732 CCIS   56 - 64   2023.01

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    Language:English   Publishing type:Research paper (international conference proceedings)

    DOI: 10.1007/978-981-99-2789-0_5

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  • Pose Estimation of Point Sets Using Residual MLP in Intelligent Transportation Infrastructure Reviewed International journal

    Li Y., Yin Z., Zheng Y., Lu H., Kamiya T., Nakatoh Y., Serikawa S.

    IEEE Transactions on Intelligent Transportation Systems   2023.01

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    Language:English   Publishing type:Research paper (scientific journal)

    DOI: 10.1109/TITS.2023.3250604

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  • Automatic Classification Method for Plastic Bottles and Caps Using Multi Attention Eff-UNet Reviewed International journal

    Moritsuka S., Kamiya T.

    Proceedings of International Conference on Artificial Life and Robotics   980 - 983   2023.01

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    Authorship:Corresponding author   Language:English   Publishing type:Research paper (international conference proceedings)

    Scopus

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  • Remote Sensing Image Registration Based on Improved Geometric-Matching CNN Reviewed International journal

    Morishima F., Lu H., Kamiya T.

    International Conference on Control, Automation and Systems   1745 - 1748   2023.01

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    Authorship:Last author, Corresponding author   Language:English   Publishing type:Research paper (international conference proceedings)

    DOI: 10.23919/ICCAS59377.2023.10316818

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  • Recognition of Specific Parts of Plastic Bottles Using Improved DeepLab v3+ Reviewed International journal

    Ideta D., Kamiya T.

    International Conference on Control, Automation and Systems   1758 - 1761   2023.01

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    Authorship:Last author, Corresponding author   Language:English   Publishing type:Research paper (international conference proceedings)

    DOI: 10.23919/ICCAS59377.2023.10316854

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  • Identification of Root Resorption on Panoramic X-ray Image Based on EfficientNet Reviewed International journal

    Sakata K., Kamiya T., Oda M., Morimoto Y.

    International Conference on Control, Automation and Systems   1749 - 1752   2023.01

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    Authorship:Corresponding author   Language:English   Publishing type:Research paper (international conference proceedings)

    DOI: 10.23919/ICCAS59377.2023.10316940

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  • Identification of Nodular Shadows from CT Images Using Improved CoAtNet Incorporated Clinical Recording Reviewed International journal

    Nishitaki Y., Kamiya T., Kido S.

    International Conference on Control, Automation and Systems   1727 - 1732   2023.01

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    Authorship:Corresponding author   Language:English   Publishing type:Research paper (international conference proceedings)

    DOI: 10.23919/ICCAS59377.2023.10316787

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  • Facial Symmetry Analysis for Cleft Lip Patients from 4D Point Cloud Data Reviewed International journal

    Kihara N., Kimura-Nomoto N., Okawachi T., Li G., Nakamura N., Kamiya T.

    International Conference on Control, Automation and Systems   1502 - 1505   2023.01

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    Authorship:Last author, Corresponding author   Language:English   Publishing type:Research paper (international conference proceedings)

    DOI: 10.23919/ICCAS59377.2023.10316967

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  • Extraction of Lung Tumor Regions from Thoracic CT Images Using An Improved U-Net Reviewed International journal

    Takahashi R., Kamiya T., Terasawa T., Aoki T.

    International Conference on Control, Automation and Systems   1489 - 1493   2023.01

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    Authorship:Corresponding author   Language:English   Publishing type:Research paper (international conference proceedings)

    DOI: 10.23919/ICCAS59377.2023.10316783

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  • Classification of Histological Types of Primary Lung Cancer from CT Images Using Clinical Information Reviewed International journal

    Honda N., Kamiya T., Kido S.

    International Conference on Control, Automation and Systems   1753 - 1757   2023.01

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    Authorship:Corresponding author   Language:English   Publishing type:Research paper (international conference proceedings)

    DOI: 10.23919/ICCAS59377.2023.10316865

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  • Classification of Driver Gene Mutations from 3D-CT Images Based on Radiomics Features Reviewed International journal

    Watanabe S., Kamiya T., Terasawa T., Aoki T.

    International Conference on Control, Automation and Systems   1733 - 1736   2023.01

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    Authorship:Corresponding author   Language:English   Publishing type:Research paper (international conference proceedings)

    DOI: 10.23919/ICCAS59377.2023.10316810

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  • Automatic Segmentation of Finger Bone Regions from CR Image Using the Improved HRNet Reviewed International journal

    Hiraoka T., Kamiya T., Aoki T.

    International Conference on Control, Automation and Systems   1498 - 1501   2023.01

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    Authorship:Corresponding author   Language:English   Publishing type:Research paper (international conference proceedings)

    DOI: 10.23919/ICCAS59377.2023.10317032

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  • An Image Registration Technique for Brain MR Images Using Linear Transform by 3DCNN Reviewed International journal

    Baba S., Kamiya T.

    International Conference on Control, Automation and Systems   1762 - 1765   2023.01

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    Authorship:Last author, Corresponding author   Language:English   Publishing type:Research paper (international conference proceedings)

    DOI: 10.23919/ICCAS59377.2023.10316755

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  • An Denoising Method Low-Dose CT Image Using Image Restoration Convolutional Neural Network Reviewed International journal

    Sadamatsu Y., Murakami S., Guangxu L., Kamiya T.

    International Conference on Control, Automation and Systems   1737 - 1740   2023.01

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    Authorship:Last author, Corresponding author   Language:English   Publishing type:Research paper (international conference proceedings)

    DOI: 10.23919/ICCAS59377.2023.10317050

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  • A Method for Denoising from Low-Dose CT Images Based on Noise2Noise Reviewed International journal

    Sawada S., Murakami S., Guangxu L., Kamiya T.

    International Conference on Control, Automation and Systems   1494 - 1497   2023.01

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    Authorship:Last author, Corresponding author   Language:English   Publishing type:Research paper (international conference proceedings)

    DOI: 10.23919/ICCAS59377.2023.10317004

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  • A Detection Method for Nodular Shadows from Temporal Subtraction Images Using A Machine Learning Technique Incorporated Radiomics Features Reviewed International journal

    Baba N., Kamiya T., Terasawa T., Aoki T., Kido S.

    International Conference on Control, Automation and Systems   1741 - 1744   2023.01

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    Authorship:Last author, Corresponding author   Language:English   Publishing type:Research paper (international conference proceedings)

    DOI: 10.23919/ICCAS59377.2023.10316767

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  • Preface for ACPR 2023 Proceedings Reviewed International journal

    Liu C.L., Yagi Y., Kamiya T., Blumenstein M., Lu H., Yang W., Cho S.B.

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)   14408 LNCS   v - vi   2023.01

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  • 機械学習による胸部CT画像からのドライバー遺伝子情報変異有無の識別法

    吉福,神谷,寺澤,青木

    バイオメディカル・ファジィ・システム学会年次大会 講演論文集   2022.12

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    Authorship:Corresponding author   Language:Japanese   Publishing type:Research paper (conference, symposium, etc.)

  • Recognition of sidewalk environment based on WideSegPlus Reviewed International journal

    Sakai, Lu, Yujie Li, Kamiya

    Proceedings Volume 12508, International Symposium on Artificial Intelligence and Robotics 2022 ( SPIE )   2022.12

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    Language:English   Publishing type:Research paper (international conference proceedings)

    DOI: https://doi.org/10.1117/12.2655680

  • Grasping position estimation method using depth image for thin objects Reviewed International journal

    2022.12

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    Language:English   Publishing type:Research paper (international conference proceedings)

    China  

    DOI: https://doi.org/10.1117/12.2663251

  • Underwater image super-resolution using improved SRCNN Reviewed International journal

    Horimachi, Lu, Zheng, Kamiya, Nakatoh, Serikawa

    Proceedings Volume 12508, International Symposium on Artificial Intelligence and Robotics 2022 ( SPIE )   2022.12

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    China  

    DOI: https://doi.org/10.1117/12.2655051

  • Underwater video networking and targe tracking Reviewed International journal

    Ota, Lu, Jianru Li, Yuchao Zheng, Kamiya, Nakatoh, Serikawa

    Proceedings Volume 12508, International Symposium on Artificial Intelligence and Robotics 2022   2022.12

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    DOI: https://doi.org/10.1117/12.2655052

  • Automatic Classification of Respiratory Sound Considering Hierarchical Structure Reviewed International journal

    Tabata M., Lu H., Kamiya T., Mabu S., Kido S.

    International Conference on Control, Automation and Systems   2022-November   537 - 541   2022.11

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    Authorship:Last author, Corresponding author   Language:English   Publishing type:Research paper (international conference proceedings)

    DOI: 10.23919/ICCAS55662.2022.10003771

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  • Automatic Identification of CTCs in Fluorescence Microscope Images Using Morphological Filtering to Detect Cell Nuclei Reviewed International journal

    Hashimoto, Park, Ha, Jung, Kamiya

    International Conference on Control, Automation and Systems   554 - 557   2022.11

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    Authorship:Last author, Corresponding author   Language:English   Publishing type:Research paper (international conference proceedings)

    Korea  

    DOI: 10.23919/ICCAS55662.2022.10003777

  • Automatic Detection of Cervical Lymph Nodes from Non-Contrast CT Images Using the SSD Reviewed International journal

    Baba, Ishida, Kamiya

    International Conference on Control, Automation and Systems   566 - 569   2022.11

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  • Recognition of Plastic Bottle Using Improved U-Net Reviewed International journal

    Ideta D., Kamiya T.

    International Conference on Control, Automation and Systems   2022-November   200 - 203   2022.11

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    Authorship:Last author, Corresponding author   Language:English   Publishing type:Research paper (international conference proceedings)

    DOI: 10.23919/ICCAS55662.2022.10003819

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  • Identification of abnormal tissue from CT images using improved ResNet34 Reviewed International journal

    Honda N., Kamiya T., Kido S.

    International Conference on Control, Automation and Systems   2022-November   532 - 536   2022.11

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    Authorship:Last author, Corresponding author   Language:English   Publishing type:Research paper (international conference proceedings)

    DOI: 10.23919/ICCAS55662.2022.10003937

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  • Identification for Drinking Spout of Plastic Bottle Using Multi Eff-UNet Reviewed International journal

    Moritsuka S., Kamiya T.

    International Conference on Control, Automation and Systems   2022-November   209 - 212   2022.11

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    Authorship:Last author, Corresponding author   Language:English   Publishing type:Research paper (international conference proceedings)

    DOI: 10.23919/ICCAS55662.2022.10003920

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  • Generation of Super-Resolution Images from Satellite Images Based on Improved RCAN Reviewed International journal

    Morishima F., Lu H., Kamiya T.

    International Conference on Control, Automation and Systems   2022-November   213 - 216   2022.11

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    Authorship:Last author, Corresponding author   Language:English   Publishing type:Research paper (international conference proceedings)

    DOI: 10.23919/ICCAS55662.2022.10003856

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  • Extraction of Cervical Lymph Nodes using Improved U-Net++ Reviewed International journal

    Shime N., Kamiya T., Ishida T.

    International Conference on Control, Automation and Systems   2022-November   562 - 565   2022.11

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    Authorship:Last author, Corresponding author   Language:English   Publishing type:Research paper (international conference proceedings)

    DOI: 10.23919/ICCAS55662.2022.10003916

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  • Environment Recognition from Spherical Camera Images Based on Multi-Attention DeepLab Reviewed International journal

    Nishida Y., Guangxu L., Lu H., Kamiya T.

    International Conference on Control, Automation and Systems   2022-November   204 - 208   2022.11

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    Authorship:Last author, Corresponding author   Language:English   Publishing type:Research paper (international conference proceedings)

    DOI: 10.23919/ICCAS55662.2022.10003689

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  • Development of Temporal Subtraction Technique for Phalanges CR Image using Geometric-matching CNN Reviewed International journal

    Ono H., Kamiya T., Aoki T.

    International Conference on Control, Automation and Systems   2022-November   558 - 561   2022.11

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    Authorship:Last author, Corresponding author   Language:English   Publishing type:Research paper (international conference proceedings)

    DOI: 10.23919/ICCAS55662.2022.10003828

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  • Detection of Driver Gene Mutations from Thoracic CT Images Based on LightGBM with Radiomics Features Reviewed International journal

    Watanabe S., Kamiya T., Terasawa T., Aoki T.

    International Conference on Control, Automation and Systems   2022-November   542 - 545   2022.11

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    Authorship:Last author, Corresponding author   Language:English   Publishing type:Research paper (international conference proceedings)

    DOI: 10.23919/ICCAS55662.2022.10003871

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  • Denoising on Low-Dose CT Image Using Deep CNN Reviewed International journal

    Sadamatsu Y., Murakami S., Li G., Kamiya T.

    International Conference on Control, Automation and Systems   2022-November   546 - 549   2022.11

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    Authorship:Last author, Corresponding author   Language:English   Publishing type:Research paper (international conference proceedings)

    DOI: 10.23919/ICCAS55662.2022.10003847

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  • Classification the Root Resorption from Panoramic X-ray Image Using Center Loss Redefined in Angle Space Reviewed International journal

    Tamura K., Kamiya T., Oda M., Morimoto Y.

    International Conference on Control, Automation and Systems   2022-November   570 - 573   2022.11

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    Authorship:Last author, Corresponding author   Language:English   Publishing type:Research paper (international conference proceedings)

    DOI: 10.23919/ICCAS55662.2022.10003752

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  • Classification of CTC on Fluorescence Image Based on Improved AlexNet Reviewed International journal

    Kisanuki K., Guangxu L., Kamiya T.

    International Conference on Control, Automation and Systems   2022-November   550 - 553   2022.11

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    Authorship:Last author, Corresponding author   Language:English   Publishing type:Research paper (international conference proceedings)

    DOI: 10.23919/ICCAS55662.2022.10003905

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  • Multi Eff-UNet+を用いたペットボトルとキャップの識別

    森塚、神谷

    第8回画像関連学会連合会秋季大会   11 - 12   2022.11

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    Authorship:Last author, Corresponding author   Language:Japanese   Publishing type:Research paper (conference, symposium, etc.)

  • 距離学習とアンサンブル学習を併用した歯根吸収の判別法

    田村 晃聖,神谷 亨,小田 昌史*,森本 泰宏

    北九州医工学術者協会誌 ( 北九州医工学術者協会誌 )   62   11 - 14   2022.11

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    Authorship:Corresponding author   Language:Japanese   Publishing type:Research paper (conference, symposium, etc.)

  • Geometric Matching CNNによる指骨CR画像の位置合わせとその評価 Reviewed

    小野、神谷、青木

    Medical Imaging Technology ( Medical Imaging Technology )   40 ( 5 )   226 - 232   2022.11

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  • 3次元点群データを用いた口唇裂の対称性解析

    細木 大祐, 神谷 亨, 野元 菜美子, 椎木綾乃, 大河内 孝子, 中村 典史

    第21回情報科学技術フォーラム   525 - 526   2022.09

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  • Temporal Subtraction Technique for Thoracic MDCT Based on Residual VoxelMorph Reviewed International journal

    Miyake N., Lu H., Kamiya T., Aoki T., Kido S.

    Applied Sciences (Switzerland)   12 ( 17 )   2022.09

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    DOI: 10.3390/app12178542

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  • Multi-organ Statistical Shape Model Building Using a Non-rigid ICP Based Surface Registration Reviewed International journal

    Wu J., Li G., Kamiya T.

    Journal of Image and Graphics(United Kingdom)   10 ( 3 )   95 - 101   2022.09

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    DOI: 10.18178/joig.10.3.95-101

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  • SEblockとDeformable Convolutionを加えたAlexNetによる胸部CT画像からの結節状陰影の検出

    玉井,神谷,青木,木戸

    2022年度電気学会電子・情報・システム部門大会   1262 - 1267   2022.08

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  • Geometric Matching CNNによる指骨CR画像の位置合わせ手法

    小野、神谷、青木

    第41回日本医用画像工学会大会予稿集   84 - 85   2022.07

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  • 臨床情報を加えた改良型 ResNet による CT 画像からの結節状陰影の識別

    本田 直也,神谷 亨,木戸 尚治

    第41回日本医用画像工学会大会予稿集   176 - 177   2022.07

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  • LPCとHPSSを用いた呼吸音の自動分類

    田端、陸、神谷、間普、木戸

    第41回日本医用画像工学会大会予稿集   180 - 181   2022.07

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  • LightGBMにRadiomics特徴量を加味した胸部CT画像からのドライバー遺伝子変異有無の識別

    渡邊、神谷、寺澤、青木

    電子情報通信学会医用画像研究会、信学技報MI2022-11   61 - 66   2022.05

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    日本  

  • Deep CNNを用いた低線量CT画像のデノイジング処理

    貞松、村上、李、神谷

    電子情報通信学会医用画像研究会、信学技報MI2022-11   67 - 70   2022.05

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    日本  

  • Segmentation of Lung Nodules on CT Images Using a Nested Three-Dimensional Fully Connected Convolutional Network Reviewed International journal

    Kido S., Kidera S., Hirano Y., Mabu S., Kamiya T., Tanaka N., Suzuki Y., Yanagawa M., Tomiyama N.

    Frontiers in Artificial Intelligence   5   2022.02

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    DOI: 10.3389/frai.2022.782225

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  • AUTOMATIC SEGMENTATION OF FINGER BONE REGIONS FROM CR IMAGES USING IMPROVED U-NET AND MSGVF SNAKES Reviewed International journal

    Kawagoe K., Murakami S., Kamiya T., Aoki T.

    ICIC Express Letters, Part B: Applications   13 ( 2 )   155 - 160   2022.02

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    DOI: 10.24507/icicelb.13.02.155

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  • 深層距離学習における誤差関数の改良によるパノラマエックス線画像からの歯根吸収の検出

    田村、神谷、小田、森本

    北九州医工学術者会議   2022.01

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  • 画像処理技術による肺癌のコンピュータ支援診断 Invited

    神谷

    第13回呼吸機能イメージング研究会学術集会抄録集   27   2022.01

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  • Liver Segmentation in CT Images Using Deep-Learning and 3D CRF Reviewed International journal

    Nagano, Kamiya, Li

    International Conference on Artificial Life and Robotics   540 - 53   2022.01

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  • Segmentation of liver tumors in multiphase computed tomography images using hybrid method Reviewed International journal

    Wu J., Furuzuki M., Li G., Kamiya T., Mabu S., Tanabe M., Ito K., Kido S.

    Computers and Electrical Engineering   97   1 - 11   2022.01

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    DOI: 10.1016/j.compeleceng.2021.107626

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  • Underwater Video Networking and Target Tracking Reviewed International journal

    Ota H., Lu H., Li J., Zheng Y., Kamiya T., Nakatoh Y., Serikawa S.

    Proceedings of SPIE - The International Society for Optical Engineering   12508   2022.01

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    DOI: 10.1117/12.2655052

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  • Underwater Image Super-Resolution Using Improved SRCNN Reviewed International journal

    Horimachi R., Lu H., Zheng Y., Kamiya T., Nakatoh Y., Serikawa S.

    Proceedings of SPIE - The International Society for Optical Engineering   12508   2022.01

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    DOI: 10.1117/12.2655051

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  • Three-Dimensional Quantification of Postoperative Facial Asymmetry in Patients With Unilateral Cleft lip and Palate Using Facial Symmetry Plane Reviewed International journal

    Shiigi A., Okawachi T., Kamiya T., Hosoki D., Nomoto N., Ratman M.F., Amir M.S., Ishihata K., Nakamura N.

    Cleft Palate-Craniofacial Journal   2022.01

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    DOI: 10.1177/10556656221123276

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  • Multidimensional Deformable Object Manipulation Based on DN-Transporter Networks Reviewed International journal

    Teng Y., Lu H., Li Y., Kamiya T., Nakatoh Y., Serikawa S., Gao P.

    IEEE Transactions on Intelligent Transportation Systems   24 ( 4 )   4532 - 4540   2022.01

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    DOI: 10.1109/TITS.2022.3168303

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  • Grasping Position Estimation Method Using Depth Image for Thin Objects Reviewed

    Yoshihara T., Koga S., Lu H., Kamiya T.

    Proceedings of SPIE - The International Society for Optical Engineering   12508   2022.01

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    DOI: 10.1117/12.2663251

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  • Grasp Position Estimation from Depth Image Using Stacked Hourglass Network Structure Reviewed

    Hamamoto K., Lu H., Li Y., Kamiya T., Nakatoh Y.O., Serikawa S.

    Proceedings - 2022 IEEE 46th Annual Computers, Software, and Applications Conference, COMPSAC 2022   1188 - 1192   2022.01

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    DOI: 10.1109/COMPSAC54236.2022.00187

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  • 3D object detection using improved PointRCNN Reviewed

    Fukitani K., Shin I., Lu H., Yang S., Kamiya T., Nakatoh Y., Serikawa S.

    Cognitive Robotics   2   242 - 254   2022.01

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    DOI: 10.1016/j.cogr.2022.12.001

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  • Recognition of Sidewalk Environment Based on WideSegPlus Reviewed International journal

    Sakai Y., Lu H., Li Y., Kamiya T.

    Proceedings of SPIE - The International Society for Optical Engineering   12508   2022.01

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    DOI: 10.1117/12.2655680

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  • scSE-CRNNと3種類の呼吸音変換画像による呼吸音の分類 Reviewed

    浅谷, 陸, 神谷, 間普, 木戸

    医用画像情報学会雑誌   38 ( 4 )   152 - 159   2021.12

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  • U-survival for prognostic prediction of disease progression and mortality of patients with COVID-19 Reviewed

    Näppi J.J., Uemura T., Watari C., Hironaka T., Kamiya T., Yoshida H.

    Scientific Reports   11 ( 1 )   2021.12

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    DOI: 10.1038/s41598-021-88591-z

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  • Detection of Abnormal Opacity on Chest CT Images Using A 3D-CNN Reviewed International journal

    Koizumi Y., Kamiya T., Aoki T., Kido S.

    ACM International Conference Proceeding Series   26 - 29   2021.11

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    DOI: 10.1145/3502871.3502876

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  • Wavelet Scattering TransformとCRNNによる呼吸音の分類

    浅谷、陸、神谷、間普、木戸

    電子情報通信学会医用画像研究会、信学技報   62 - 65   2021.11

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  • 深層距離学習に基づく歯科パノラマX線画像からの歯根吸収の識別

    田村、神谷、小田、田中、森本

    電子情報通信学会医用画像研究会、信学技報   68 - 71   2021.11

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  • A generative flow-based model for volumetric data augmentation in 3D deep learning for computed tomographic colonography Reviewed International journal

    Tomoki Uemura, Janne J. Näppi, Yasuji Ryu, Chinatsu Watari, Tohru Kamiya, Hiroyuki Yoshida

    International Journal of Computer Assisted Radiology and Surgery   2021.11

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  • Compare Derived U-Nets Using for Retinal Vessels Segmentation Reviewed International journal

    Li G., Wang X., Wang Z., Wu J., Kamiya T.

    ACM International Conference Proceeding Series   1 - 8   2021.10

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    DOI: 10.1145/3502803.3502804

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  • Image Quality Improvement Using Local Adaptive Neighborhood-based Dark Channel Prior Reviewed

    Onoyama, Lu, Soomro, Mokhtar, Kamiya, Serikawa

    International Symposium on Artificial Intelligence and Robotics   2021.10

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  • Underwater Image Super-resolution Using SRCNN Reviewed International journal

    Ooyama, Lu, Kamiya, Serikawa

    International Symposium on Artificial Intelligence and Robotics ( SPIE )   2021.10

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  • Shape Restoration by Shadow Information and Photometric Stereo Reviewed International journal

    Kameda, Lu, Kamiya, Serikawa

    International Symposium on Artificial Intelligence and Robotics ( SPIE )   2021.10

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    DOI: 10.1117/12.2604193

  • Automatic Segmentation of Finger Bone Regions from CR Images Using Improved DeepLabv3+ Reviewed

    Ono, Murakami, Kamiya, Aoki

    International Conference on Control, Automation and Systems ( International Conference on Control, Automation and Systems )   1788 - 1791   2021.10

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    Korea  

  • Incorporating Ghost Module into RCAN for Super-Resolution of Satellite Images Reviewed International journal

    Ikeda, Li, Kamiya

    International Conference on Control, Automation and Systems   2059 - 2063   2021.10

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  • Determination of Abnormality of IGBT Images Using VGG16 Reviewed

    Ogawa, Watanabe, Omura, Kamiya

    International Conference on Control, Automation and Systems   2055 - 2058   2021.10

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  • Automatic Identification of CTC in Fluorescence Microscope Images Using Segmentation Algorithm of Cell Nucleus Reviewed

    Hashimoto, Kamiya, Yoneda, Tanaka

    International Conference on Control, Automation and Systems   2051 - 2054   2021.10

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  • A Classification Method for Magnetic Particle Testing Image Using U-Net Reviewed International journal

    Moritsuka, Kamiya

    International Conference on Control, Automation and Systems   2047 - 2050   2021.10

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    Korea  

  • Environment Recognition from A Spherical Camera Image Based on DeepLab v3+ Reviewed

    Nishida, Li, Kamiya

    International Conference on Control, Automation and Systems   2043 - 2046   2021.10

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  • Classification of Respiratory Sounds Improved CRNN Reviewed International journal

    Asatani, Kamiya, Mabu, Kido

    International Conference on Control, Automation and Systems   1804 - 1808   2021.10

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  • Detection of the root resorption from panoramic X-ray images using deep metric learning Reviewed International journal

    Tamura, Kamiya, Oda, Tanaka, Moritomo

    International Conference on Control, Automation and Systems   1800 - 1803   2021.10

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    Korea  

  • A Method for Evaluating of Asymmetry on Cleft Lip Using Symmetry Plane Reviewed International journal

    Sawada, Kamiya, Kimura-Nomoto, Okawachi, Nozoe, Nakamura

    International Conference on Control, Automation and Systems   1796 - 1799   2021.10

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  • Extraction of Cervical Lymph Nodes Based on Three-Dimensional Image Registration Reviewed International journal

    Shime, Kamiya, Ishida

    International Conference on Control, Automation and Systems ( International Conference on Control, Automation and Systems )   1792 - 1795   2021.10

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    Korea  

  • Weakly unsupervised conditional generative adversarial network for image-based prognostic prediction for COVID-19 patients based on chest CT Reviewed

    Uemura T., Näppi J.J., Watari C., Hironaka T., Kamiya T., Yoshida H.

    Medical Image Analysis   73   2021.10

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    DOI: 10.1016/j.media.2021.102159

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  • Classification of respiratory sounds using improved convolutional recurrent neural network Reviewed

    Asatani N., Kamiya T., Mabu S., Kido S.

    Computers and Electrical Engineering   94   2021.09

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    DOI: 10.1016/j.compeleceng.2021.107367

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  • Construction of a Hierarchical Feature Enhancement Network and Its Application in Fault Recognition Reviewed

    Chen Z., Lu H., Tian S., Qiu J., Kamiya T., Serikawa S., Xu L.

    IEEE Transactions on Industrial Informatics   17 ( 7 )   4827 - 4836   2021.07

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    DOI: 10.1109/TII.2020.3021688

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  • Computer-aided prediction of COVID-19 progression using unsupervised deep learning of chest CT images Reviewed International journal

    Uemura T, Näppi JJ, Watari C, Hironaka T, Kamiya T, Yoshida H.

    Computer Assisted Radiology and Surgery   2021.06

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  • HPSSを用いた呼吸音の自動分類 Reviewed

    丸橋, 浅谷, 陸, 神谷, 間普, 木戸

    医用画像情報学会雑誌   38 ( 2 )   95 - 10   2021.06

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  • Visual information processing for deep-sea visual monitoring system Reviewed International journal

    Ma C., Li X., Li Y., Tian X., Wang Y., Kim H., Serikawa S.

    Cognitive Robotics   1   3 - 11   2021.06

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    DOI: 10.1016/j.cogr.2020.12.002

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  • Characteristics based visual servo for 6DOF robot arm control Reviewed International journal

    Tsuchida S., Lu H., Kamiya T., Serikawa S.

    Cognitive Robotics   1   76 - 82   2021.06

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    DOI: 10.1016/j.cogr.2021.06.002

    DOI: 10.1016/j.cogr.2021.06.002

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  • Optimizing early cancer diagnosis and detection using a temporal subtraction technique Reviewed

    Miyake N., Lu H., Kamiya T., Aoki T., Kido S.

    Technological Forecasting and Social Change   167   2021.06

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    DOI: 10.1016/j.techfore.2021.120745

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  • CT temporal subtraction: Techniques and clinical applications Invited Reviewed

    Aoki T., Kamiya T., Lu H., Terasawa T., Ueno M., Hayashida Y., Murakami S., Korogi Y.

    Quantitative Imaging in Medicine and Surgery   11 ( 6 )   2021.06

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    DOI: 10.21037/qims-20-1367

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  • WideSegNeXt: Semantic Image Segmentation Using Wide Residual Network and NeXt Dilated Unit Reviewed

    Nakayama Y., Lu H., Li Y., Kamiya T.

    IEEE Sensors Journal   21 ( 10 )   11427 - 11434   2021.05

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    DOI: 10.1109/JSEN.2020.3008908

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  • U survival for prognostic prediction of disease progression and mortality of patients with COVID 19 Reviewed International journal

    Janne J. Näppi, Tomoki Uemura, Chinatsu Watari, Toru Hironaka, Tohru Kamiya, Hiroyuki Yoshida

    Nature Scientific Reports   11 ( 1 )   2021.04

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    DOI: 10.1038/s41598-021-88591-z.

  • HPSSを用いた呼吸音の自動分類

    丸橋優生、神谷、間普、木戸

    信学技報MI2020-77   128 - 133   2021.03

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  • 近未来の医療~コンピュータ画像支援診断未来医療 Invited

    神谷

    純真の翼 ( 純真学園大学機関紙 )   7 - 7   2021.03

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  • A supervoxel classification based method for multi-organ segmentation from abdominal ct images Reviewed

    Wu J., Li G., Lu H., Kamiya T.

    Journal of Image and Graphics(United Kingdom)   9 ( 1 )   9 - 14   2021.03

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    DOI: 10.18178/joig.9.1.9-14

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  • Image Registration Method for Chest MDCT Images Based on 2-D Finite Element Method Reviewed

    Ogimoto, Kamiya, Aoki

    International Conference on Artificial Life and Robotics   144 - 147   2021.01

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  • Detection of Abnormal Shadows in Low-dose CT Images Using CNN Reviewed

    Ikeda, Kamiya, Aoki

    International Conference on Artificial Life and Robotics   148 - 151   2021.01

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  • Deep-Learning Based Segmentation Algorithm for Defect Detection in Magnetic Particle Testing Images Reviewed

    Ueda, Lu, Kamiya

    International Conference on Artificial Life and Robotics   235 - 238   2021.01

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  • Unsupervised survival prediction model from CT images of patients with COVID-19 Reviewed

    Uemura T., Näppi J.J., Watari C., Kamiya T., Yoshida H.

    Progress in Biomedical Optics and Imaging - Proceedings of SPIE   11597   2021.01

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    DOI: 10.1117/12.2581929

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  • U-radiomics for predicting survival of patients with COVID-19 Reviewed

    Uemura T., Näppi J., Watari C., Kamiya T., Yoshida H.

    Progress in Biomedical Optics and Imaging - Proceedings of SPIE   11601   2021.01

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    DOI: 10.1117/12.2581907

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  • Image Registration Method for Temporal Subtraction Based on Salient Region Features Reviewed

    Sato S., Lu H., Kim H., Murakami S., Ueno M., Terasawa T., Aoki T.

    EAI/Springer Innovations in Communication and Computing   13 - 20   2021.01

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    DOI: 10.1007/978-3-030-46032-7_2

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  • Extreme ROS Reality: A Representation Framework for Robots Using Image Dehazing and VR Reviewed

    Ueda A., Lu H., Kim H.

    EAI/Springer Innovations in Communication and Computing   21 - 32   2021.01

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    DOI: 10.1007/978-3-030-46032-7_3

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  • An Adaptable Feature Synthesis for Camouflage Reviewed

    Li G., Yu Z., Chang J., Kim H.

    EAI/Springer Innovations in Communication and Computing   81 - 91   2021.01

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    DOI: 10.1007/978-3-030-46032-7_8

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  • A generative flow-based model for volumetric data augmentation in 3D deep learning for computed tomographic colonography Reviewed

    Uemura T., Näppi J.J., Ryu Y., Watari C., Kamiya T., Yoshida H.

    International Journal of Computer Assisted Radiology and Surgery   16 ( 1 )   81 - 89   2021.01

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    DOI: 10.1007/s11548-020-02275-z

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  • Underwater image super-resolution using SRCNN Reviewed International journal

    Ooyama S., Lu H., Kamiya T., Serikawa S.

    Proceedings of SPIE - The International Society for Optical Engineering   11884   2021.01

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    DOI: 10.1117/12.2603761

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  • Shape restoration by shadow information and photometric stereo Reviewed International journal

    Kameda S., Lu H., Kamiya T., Serikawa S.

    Proceedings of SPIE - The International Society for Optical Engineering   11884   2021.01

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    DOI: 10.1117/12.2604193

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  • Image quality improvement using local adaptive neighborhood-based dark channel prior Reviewed International journal

    Onoyama T., Lu H., Soomro A.A., Mokhtar A.A., Kamiya T., Serikawa S.

    Proceedings of SPIE - The International Society for Optical Engineering   11884   2021.01

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    DOI: 10.1117/12.2603771

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  • Incorporating Ghost Module into RCAN for Super-Resolution of Satellite Images Reviewed International journal

    Ikeda H., Li G., Kamiya T.

    International Conference on Control, Automation and Systems   2021-October   2059 - 2063   2021.01

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    DOI: 10.23919/ICCAS52745.2021.9649982

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  • Extraction of Cervical Lymph Nodes Based on Three-Dimensional Image Registration Reviewed International journal

    Shime N., Kamiya T., Ishida T.

    International Conference on Control, Automation and Systems   2021-October   1792 - 1795   2021.01

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    DOI: 10.23919/ICCAS52745.2021.9649797

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  • Environment Recognition from A Spherical Camera Image Based on DeepLab v3+ Reviewed International journal

    Nishida Y., Li Y., Kamiya T.

    International Conference on Control, Automation and Systems   2021-October   2043 - 2046   2021.01

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    DOI: 10.23919/ICCAS52745.2021.9649846

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  • Determination of Abnormality of IGBT Images Using VGG16 Reviewed International journal

    Ogawa T., Watanabe A., Omura I., Kamiya T.

    International Conference on Control, Automation and Systems   2021-October   2055 - 2058   2021.01

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    DOI: 10.23919/ICCAS52745.2021.9650029

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  • Detection of the root resorption from panoramic X-ray images using deep metric learning Reviewed International journal

    Tamura K., Kamiya T., Oda M., Tanaka T., Morimoto Y.

    International Conference on Control, Automation and Systems   2021-October   1800 - 1803   2021.01

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    DOI: 10.23919/ICCAS52745.2021.9649745

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  • Classification of Respiratory Sounds by Generated Image and Improved CRNN Reviewed International journal

    Asatani N., Kamiya T., Mabu S., Kido S.

    International Conference on Control, Automation and Systems   2021-October   1804 - 1808   2021.01

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    DOI: 10.23919/ICCAS52745.2021.9649906

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  • Automatic Segmentation of Finger Bone Regions from CR Images Using Improved DeepLabv3+ Reviewed International journal

    Ono H., Murakami S., Kamiya T., Aoki T.

    International Conference on Control, Automation and Systems   2021-October   1788 - 1791   2021.01

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    DOI: 10.23919/ICCAS52745.2021.9649864

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  • Automatic Identification of CTC in Fluorescence Microscope Images Using Segmentation Algorithm of Cell Nucleus Reviewed International journal

    Hashimoto K., Kamiya T., Yoneda K., Tanaka F.

    International Conference on Control, Automation and Systems   2021-October   2051 - 2054   2021.01

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    DOI: 10.23919/ICCAS52745.2021.9650022

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  • A Method for Evaluating of Asymmetry on Cleft Lip Using Symmetry Plane Reviewed International journal

    Sawada S., Kamiya T., Kimura-Nomoto N., Okawachi T., Nozoe E., Nakamura N.

    International Conference on Control, Automation and Systems   2021-October   1796 - 1799   2021.01

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    DOI: 10.23919/ICCAS52745.2021.9649934

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  • A Classification Method for Magnetic Particle Testing Image Using U-Net Reviewed

    Moritsuka S., Kamiya T.

    International Conference on Control, Automation and Systems   2021-October   2047 - 2050   2021.01

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    DOI: 10.23919/ICCAS52745.2021.9650052

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  • Automatic Classification of Respiratory Sounds Based on LSTM with Affinity Loss

    Minami, Kamiya, Mabu, Kido

    8th International Symposium on Applied Engineering and Sciences (SAES2020)   2020.12

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  • A Detection Method for Liver Cancer Region Based on Faster R-CNN and Level-set Method

    Furuzuki, Kamiya

    8th International Symposium on Applied Engineering and Sciences (SAES2020)   2020.12

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  • 多元計算解剖学における高度知能化診断 Invited Reviewed

    平野、神谷、木戸

    Medical Imaging Technology   38 ( 5 )   217 - 221   2020.11

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    DOI: 10.11409/mit.38.217

  • 深層学習による胸部CT画像からの結節状陰影の検出

    玉井、神谷、青木、木戸

    第33回バイオメディカル・ファジィ・システム学会年次大会講演論文集 ( 第33回バイオメディカル・ファジィ・システム学会年次大会講演論文集 )   26 - 29   2020.10

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  • YOLOv3を用いた全天球カメラ映像からの障害物認識

    甲斐、陸、神谷

    第33回バイオメディカル・ファジィ・システム学会年次大会講演論文集 ( 第33回バイオメディカル・ファジィ・システム学会年次大会講演論文集 )   84 - 88   2020.10

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  • SVMによる胸部CT画像からのドライバー遺伝子情報変異の検出

    吉福、寺澤、神谷、青木

    第33回バイオメディカル・ファジィ・システム学会年次大会講演論文集 ( 第33回バイオメディカル・ファジィ・システム学会年次大会講演論文集 )   80 - 83   2020.10

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  • 2つの解像度スペクトルとTF-CRNNによる呼吸音の分類

    浅谷、神谷、間普、木戸

    第33回バイオメディカル・ファジィ・システム学会年次大会講演論文集 ( 第33回バイオメディカル・ファジィ・システム学会年次大会講演論文集 )   64 - 67   2020.10

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  • Symmetric plane detection and symmetry analysis from a 3D point cloud data of face Reviewed International journal

    Hosoki D., Kamiya T., Kimura-Nomoto N., Okawachi T., Nozoe E., Nakamura N.

    International Conference on Control, Automation and Systems   2020-October   402 - 406   2020.10

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    DOI: 10.23919/ICCAS50221.2020.9268262

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  • An image registration method for spine region in CT images considering sagittal plane Reviewed International journal

    Yamashita Y., Kamiya T., Aoki T.

    International Conference on Control, Automation and Systems   2020-October   407 - 410   2020.10

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    DOI: 10.23919/ICCAS50221.2020.9268246

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  • Automatic Classification of Respiratory Sounds Considering Time Series Information Based on VGG16 with LSTM Reviewed International journal

    Asatani N., Kamiya T., Mabu S., Kido S.

    International Conference on Control, Automation and Systems   2020-October   423 - 426   2020.10

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    DOI: 10.23919/ICCAS50221.2020.9268428

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  • Identification of normal and abnormal from ultrasound images of power devices using VGG16 Reviewed International journal

    Ogawa T., Lu H., Watanabe A., Omura I., Kamiya T.

    International Conference on Control, Automation and Systems   2020-October   415 - 418   2020.10

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    DOI: 10.23919/ICCAS50221.2020.9268275

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  • Image registration method from LDCT image using FFD Algorithm Reviewed International journal

    Tanaka C., Kamiya T., Aoki T.

    International Conference on Control, Automation and Systems   2020-October   411 - 414   2020.10

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    DOI: 10.23919/ICCAS50221.2020.9268267

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  • Object recognition from spherical camera images based on YOLOv3 Reviewed International journal

    Kai T., Lu H., Kamiya T.

    International Conference on Control, Automation and Systems   2020-October   419 - 422   2020.10

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    DOI: 10.23919/ICCAS50221.2020.9268308

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  • Automatic Classification of Respiratory Sounds Based on Convolutional Neural Network with Multi Images Reviewed

    Minami K., Lu H., Kamiya T., Mabu S., Kido S.

    ACM International Conference Proceeding Series   17 - 21   2020.09

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    DOI: 10.1145/3436349.3436365

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  • U-Net特徴量による特発性肺線維疾患者の予後予測 Reviewed

    植村、渡利、Janne、弘中、神谷、吉田

    第19回情報科学技術フォーラム第2分冊 ( 第19回情報科学技術フォーラム第2分冊 )   75 - 78   2020.09

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  • Deep Learning for Visual Segmentation: A Review Reviewed International journal

    Sun J., Li Y., Lu H., Kamiya T., Serikawa S.

    Proceedings - 2020 IEEE 44th Annual Computers, Software, and Applications Conference, COMPSAC 2020   1256 - 1260   2020.07

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    DOI: 10.1109/COMPSAC48688.2020.00-84

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  • Automatic detection of lung nodules from temporal subtraction images based on residual 3D-CNN with linear multi-shortcut Reviewed International journal

    Yoshino, Lu, Kim, Aoki, Kido

    International Journal of Computer Assisted Radiology and Surgery   15 ( 6 )   2020.06

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  • U-radiomics combined with hyper-curvature features for predicting survival of patients with idiopathic pulmonary fibrosis Reviewed International journal

    Uemura, Watari, Nappi, Matsuhiro, Niki, Kim, Yoshida

    International Journal of Computer Assisted Radiology and Surgery   15 ( 6 )   2020.06

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  • Detection of Circulating Tumor Cells in Fluorescence Microscopy Images Based on ANN Classifier Reviewed International journal

    Tsuji K., Lu H., Tan J.K., Kim H., Yoneda K., Tanaka F.

    Mobile Networks and Applications   25 ( 3 )   1042 - 1051   2020.06

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    DOI: 10.1007/s11036-018-1121-0

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  • Deep-Sea Organisms Tracking Using Dehazing and Deep Learning Reviewed International journal

    Lu H., Uemura T., Wang D., Zhu J., Huang Z., Kim H.

    Mobile Networks and Applications   25 ( 3 )   1008 - 1015   2020.06

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    DOI: 10.1007/s11036-018-1117-9

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  • High-quality-guided artificial bee colony algorithm for designing loudspeaker Reviewed International journal

    Gao H., Li H., Liu Y., Lu H., Kim H., Pun C.M.

    Neural Computing and Applications   32 ( 9 )   4473 - 4480   2020.05

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    DOI: 10.1007/s00521-018-3568-0

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  • An Automatic Design of Camouflage Patterns Based on CNNs Reviewed

    Wei X., Wang K., Li G., Kim H.

    ACM International Conference Proceeding Series   257 - 260   2020.04

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    DOI: 10.1145/3404555.3404637

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  • SqueezeNetによる蛍光顕微鏡画像上のCTC自動検出 Reviewed

    中道、陸、金、米田、田中

    画像電子学会誌   49 ( 2 )   136 - 143   2020.04

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  • CT 像からの骨転移検出のための画像位置合わせ法

    佐藤、陸、金、青木

    電子情報通信学会総合大会   108   2020.03

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  • 時系列情報を考慮したCNNによる呼吸音の自動分類

    浅谷、陸、金、間普、木戸

    信学技報IE2019-97   9 - 10   2020.03

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  • 比較読影のための画像位置合わせ法 Invited

    金、陸、青木、木戸

    信学技報IE2019-97   69 - 72   2020.03

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  • 深層学習による磁粉探傷検査における欠陥検出法

    上田、陸、金

    信学技報IE2019-97   1 - 2   2020.03

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  • 顔の3次元点群からの対称面検出と対称性解析

    細木、陸、金、木村、大河内、野添、中村

    信学技報IE2019-97   263 - 266   2020.03

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  • Deep Radiomicsによる胸部CT画像からの ドライバー遺伝子情報変異の検出

    吉福、寺澤、陸、金、青木

    信学技報IE2019-97   35 - 39   2020.03

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  • Clinical Applications of Multidisciplunary Computational Anatomy to Diagnosis Progress Overview FY2014-Fy2018

    Kido, Hashimoto, Hirano, Mabu, Kim, Kumura, Noriki, Inai, Tachibana

    多元計算解剖学」最終成果報告書   223 - 232   2020.03

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  • 3D-CNN with residual sub-blocks for automatic detection of lung nodules from temporal subtraction images Reviewed

    Yoshino Y., Lu H., Kim H., Aoki T., Kido S.

    2020 International Conference on Artificial Intelligence in Information and Communication, ICAIIC 2020   647 - 652   2020.02

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    DOI: 10.1109/ICAIIC48513.2020.9065197

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  • Automatic extraction of abnormalities on temporal subtraction images using sparse coding and 3D-CNN Reviewed International journal

    Koizumi, Miyake, Lu, Kim, Aoki, Kido

    The 2020 International Conference on Artificial Lefe and Robotics   783 - 786   2020.01

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  • Object tracking method considering time series information using Re3 with stochastic depth Reviewed International journal

    Kitayama, Kim

    The 2020 International Conference on Artificial Lefe and Robotics   2020.01

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  • Hyperspectral Images Segmentation Using Active Contour Model for Underwater Mineral Detection Reviewed

    810   513 - 522   2020.01

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    DOI: 10.1007/978-3-030-04946-1_50

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  • DeepEye: A Dedicated Camera for Deep-Sea Tripod Observation Systems Reviewed

    810   507 - 511   2020.01

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    DOI: 10.1007/978-3-030-04946-1_49

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  • Supervoxel Graph Cuts: An Effective Method for GGO Candidate Regions Extraction on CT Images Reviewed International journal

    Lu H., Kondo M., Li Y., Tan J., Kim H., Murakami S., Aoki T., Kido S.

    IEEE Consumer Electronics Magazine   9 ( 1 )   61 - 66   2020.01

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    DOI: 10.1109/MCE.2019.2941468

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  • Automatic Classification of Respiratory Sounds Based on Time-Frequency Analysis and Convolutional Neural Network Reviewed

    MINAMI Koki, LU Huimin, KIM Hyoungseop, HIRANO Yasushi, MABU Shingo, KIDO Shoji

    Medical Imaging Technology ( The Japanese Society of Medical Imaging Technology )   38 ( 1 )   40 - 47   2020.01

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    <p>Auscultation of respiratory sounds is very important for discovery of respiratory disease. However, there is no quantitative evaluation method for the diagnosis of respiratory sounds. It is necessary to develop a system to support the diagnosis of respiratory sounds. In this paper, we propose an algorithm for the automatic classification of respiratory sounds as normal, continuous sound or crackle. Our approach consists of two major components: 1) transformation of one-dimensional signals into two-dimensional time-frequency representation images using the short-time Fourier transform and the continuous wavelet transform and 2) classification of the images using convolutional neural networks. We applied the proposal method to 22 respiratory sound data. As a result, we achieved the accuracy of 79.44 [%] and the area under the curve based on receiver operating characteristic curve of 0.942.</p>

    DOI: 10.11409/mit.38.40

    CiNii Article

    CiNii Research

    Other Link: https://ci.nii.ac.jp/naid/130007796400

  • U-radiomics for predicting survival of patients with idiopathic pulmonary fibrosis Reviewed International journal

    Uemura T., Watari C., Näppi J.J., Hironaka T., Kim H., Yoshida H.

    Progress in Biomedical Optics and Imaging - Proceedings of SPIE   11314   2020.01

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    DOI: 10.1117/12.2551273

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  • GAN-based survival prediction model from CT images of patients with idiopathic pulmonary fibrosis Reviewed International journal

    Uemura T., Watari C., Näppi J.J., Hironaka T., Kim H., Yoshida H.

    Progress in Biomedical Optics and Imaging - Proceedings of SPIE   11318   2020.01

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    DOI: 10.1117/12.2551369

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  • Comparative performance of 3D-DenseNet, 3D-ResNet, and 3D-VGG models in polyp detection for CT colonography Reviewed International journal

    Uemura T., Näppi J.J., Hironaka T., Kim H., Yoshida H.

    Progress in Biomedical Optics and Imaging - Proceedings of SPIE   11314   2020.01

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    DOI: 10.1117/12.2549103

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  • Comparative performance of 3D machine-learning and deep-learning models in the detection of small polyps in dual-energy CT colonography Reviewed International journal

    Näppi J.J., Uemura T., Kim S.H., Kim H., Yoshida H.

    Progress in Biomedical Optics and Imaging - Proceedings of SPIE   11314   2020.01

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    DOI: 10.1117/12.2549793

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  • Correction to: Deep-Sea Organisms Tracking Using Dehazing and Deep Learning (Mobile Networks and Applications, (2020), 25, 3, (1008-1015), 10.1007/s11036-018-1117-9) Reviewed International journal

    Lu H., Uemura T., Wang D., Zhu J., Huang Z., Kim H.

    Mobile Networks and Applications   25 ( 6 )   2020.01

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    DOI: 10.1007/s11036-020-01600-9

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  • Object tracking method considering time series information using re3 with stochastic depth Reviewed

    Kitayama T., Kim H.

    Proceedings of International Conference on Artificial Life and Robotics   2020   477 - 480   2020.01

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    DOI: 10.5954/ICAROB.2020.GS5-4

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  • Automatic extraction of abnormalities on temporal ct subtraction images using sparse coding and 3d-cnn Reviewed

    Koizumi Y., Miyake N., Lu H., Kim H., Aoki T., Kido S.

    Proceedings of International Conference on Artificial Life and Robotics   2020   783 - 786   2020.01

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    DOI: 10.5954/ICAROB.2020.GS3-3

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  • Marine Organisms Tracking and Recognizing Using YOLO Reviewed International journal

    Uemura T., Lu H., Kim H.

    EAI/Springer Innovations in Communication and Computing   53 - 58   2020.01

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    Authorship:Corresponding author   Language:English   Publishing type:Research paper (international conference proceedings)

    DOI: 10.1007/978-3-030-17763-8_6

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  • pix2surv: A Generative Adversarial Network Model for Prediction of Survival in Patients with Interstitial Lung Diseases Reviewed International journal

    Uemura T, Watari C, Näppi JJ, Hironaka T, Kim H, Yoshida H

    Radiological Society of North America 2019 Scientific Assembly and Annual Meeting   2019.12

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  • YOLOv2を用いた海中生物のロバスト検出 Invited Reviewed

    陸、酒井、金

    画像ラボ   30 ( 12 )   21 - 25   2019.12

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    Language:Japanese   Publishing type:Article, review, commentary, editorial, etc. (trade magazine, newspaper, online media)

  • Artificial intelligence (AI) for CT colonography: the new horizons of colorectal screening Reviewed International journal

    Näppi JJ, Uemura T, Pickhardt PJ, Kim H, Yoshida H.

    Radiological Society of North America 2019 Scientific Assembly and Annual Meeting   2019.12

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  • Generative adversarial network models for prediction of survival in patients with interstitial lung diseases Reviewed International journal

    Uemura T, Watari C, Näppi JJ, Hironaka T, Kim H, Yoshida H

    Radiological Society of North America 2019 Scientific Assembly and Annual Meeting   2019.12

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  • Touch switch sensor for cognitive body sensor networks Reviewed International journal

    Li Y., Lu H., Kim H., Serikawa S.

    Computer Communications   146   32 - 38   2019.10

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    Language:English   Publishing type:Research paper (scientific journal)

    DOI: 10.1016/j.comcom.2019.07.019

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  • A Detection Method for Liver Cancer Region Based on Faster R-CNN Reviewed

    Furuzuki M., Lu H., Kim H., Hirano Y., Mabu S., Tanabe M., Kido S.

    International Conference on Control, Automation and Systems   2019-October   808 - 811   2019.10

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    Authorship:Corresponding author   Language:English   Publishing type:Research paper (international conference proceedings)

    DOI: 10.23919/ICCAS47443.2019.8971627

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  • Segmentation of Bone Metastasis in CT Images Based on Modified HED Reviewed International journal

    Song Y., Lu H., Kim H., Murakami S., Ueno M., Terasawa T., Aoki T.

    International Conference on Control, Automation and Systems   2019-October   812 - 815   2019.10

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    Authorship:Corresponding author   Language:English   Publishing type:Research paper (international conference proceedings)

    DOI: 10.23919/ICCAS47443.2019.8971539

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  • Recognition of Surrounding Environment for Electric Wheelchair Based on WideSeg Reviewed International journal

    Sakai Y., Nakayama Y., Lu H., Li Y., Kim H.

    International Conference on Control, Automation and Systems   2019-October   816 - 820   2019.10

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    Authorship:Corresponding author   Language:English   Publishing type:Research paper (international conference proceedings)

    DOI: 10.23919/ICCAS47443.2019.8971608

    Scopus

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  • Detection of Lung Nodules from Temporal Subtraction Image Using Deep Learning Reviewed International journal

    Tamai K., Miyake N., Lu H., Kim H., Murakami S., Aoki T., Kido S.

    International Conference on Control, Automation and Systems   2019-October   1033 - 1036   2019.10

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    DOI: 10.23919/ICCAS47443.2019.8971533

    Scopus

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  • Detection of Facial Symmetric Plane Based on Registration of 3D Point Cloud Reviewed International journal

    Hosoki D., Lu H., Kim H., Kimura N., Okawachi T., Nozoe E., Nakamura N.

    International Conference on Control, Automation and Systems   2019-October   1037 - 1041   2019.10

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    DOI: 10.23919/ICCAS47443.2019.8971537

    Scopus

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  • Classification of Circulating Tumor Cells in Fluorescence Microscopy Images Based on SqueezeNet Reviewed International journal

    Nakamichi K., Lu H., Kim H., Yoneda K., Tanaka F.

    International Conference on Control, Automation and Systems   2019-October   1042 - 1045   2019.10

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    DOI: 10.23919/ICCAS47443.2019.8971646

    Scopus

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  • Automatic Segmentation Method of Phalange Regions Based on Residual U-Net and MSGVF Snakes Reviewed International journal

    Kawagoe K., Hatano K., Murakami S., Lu H., Kim H., Aoki T.

    International Conference on Control, Automation and Systems   2019-October   1046 - 1049   2019.10

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    DOI: 10.23919/ICCAS47443.2019.8971740

    Scopus

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  • Automatic Classification of Large-Scale Respiratory Sound Dataset Based on Convolutional Neural Network Reviewed International journal

    Minami K., Lu H., Kim H., Mabu S., Hirano Y., Kido S.

    International Conference on Control, Automation and Systems   2019-October   804 - 807   2019.10

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    DOI: 10.23919/ICCAS47443.2019.8971689

    Scopus

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  • 3D-DenseNetによるCT Colonographyにおける擬陽性陰影の低減 Reviewed

    植村、Janne、陸、橘、弘中、金、吉田

    第18回情報科学技術フォーラム第2分冊   387 - 388   2019.09

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  • SqueezeNetを用いた顕微鏡画像からの血中循環がん細胞の自動識別 Reviewed

    中道、陸、金、米田、田中

    第18回情報科学技術フォーラム第2分冊   391 - 394   2019.09

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  • 敵対的生成ネットワークによる間質性肺疾患患者の予後予測 Reviewed

    植村、渡利、Janne、弘中、金、吉田

    第18回情報科学技術フォーラム第2分冊   389 - 390   2019.09

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  • Convolutional neural network (CNNs) based image diagnosis for failure analysis of power devices Reviewed International journal

    Watanabe A., Hirose N., Kim H., Omura I.

    Microelectronics Reliability   100-101   2019.09

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    DOI: 10.1016/j.microrel.2019.113399

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  • Multi-organ segmentation from abdominal CT with random forest based statistical shape model Reviewed International journal

    Wu J., Li G., Lu H., Kim H.

    ACM International Conference Proceeding Series   67 - 70   2019.08

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    DOI: 10.1145/3354031.3354042

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  • Preface Reviewed

    Kim H.

    ACM International Conference Proceeding Series   2019.08

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  • Detection of Abnormal Regions on Temporal Subtraction Images Based on CNN Reviewed International journal

    Nagao, Lu, Kim, Aoki, Kido

    International Conference on Biomedical Signal and Image Processing   83 - 86   2019.08

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    中国   成都   2019.08.13  -  2019.08.15

  • Pilot Study of Visual and Quantitative Image Analysis of Facial Surface Asymmetry in Unilateral Complete Cleft Lip and Palate Reviewed International journal

    Kimura N., Kim H., Okawachi T., Fuchigami T., Tezuka M., Kibe T., Amir M.S., Inada E., Ishihata K., Nozoe E., Nakamura N.

    Cleft Palate-Craniofacial Journal   56 ( 7 )   960 - 969   2019.08

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    Language:English   Publishing type:Research paper (scientific journal)

    DOI: 10.1177/1055665618819645

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  • Extreme ROS reality: A representation framework for robot using image dehazing and VR Reviewed International journal

    Ueda, Lu, Kim

    3rd EAI International Conference on Robotic Sensor Networks   21 - 32   2019.08

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    DOI: 10.1007/978-3-030-46032-7

  • 時間‐周波数解析とCNNを用いた呼吸音の自動分類

    南 弘毅, 陸, 金, 平野, 間普, 木戸

    第38回日本医用画像工学会大会予稿集   518 - 532   2019.07

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  • 胸部CT像中の肺結節の良悪性鑑別における自動抽出された画像特徴の可視化

    平島 翔, 平野 靖, 木戸 尚治, 岩野 信吾, 本田 健, 関 順彦, 金 亨燮

    第38回日本医用画像工学会大会予稿集   433 - 439   2019.07

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  • Faster R-CNNによる肝臓がん候補領域の抽出法

    古月 夢奇, 陸, 金, 平野, 間普, 田辺, 木戸

    第38回日本医用画像工学会大会予稿集   638 - 644   2019.07

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  • 3次元点群の位置合わせによる顔の対称面検出

    細木 大祐, 陸, 金, 木村, 大河内, 野添, 中村

    第38回日本医用画像工学会大会予稿集   599 - 605   2019.07

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  • 3D-CNN for Automatic Detection of Lung Nodules from Temporal Subtraction Images Reviewed

    YOSHINO Yuriko, LU Huimin, KIM Hyoungseop, MURAKAMI Seiichi, AOKI Takatoshi, KIDO Shoji

    Medical Imaging and Information Sciences ( MEDICAL IMAGING AND INFORMATION SCIENCES )   36 ( 2 )   77 - 82   2019.06

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    <p>A temporal subtraction image is obtained by subtracting a previous image, which are warped to match between the structures of the previous image and one of a current image, from the current image. The temporal subtraction technique removes normal structures and enhances interval changes such as new lesions and changes of existing abnormalities from a medical image. However, many artifacts remain on a temporal subtraction image and these can be detected as false positives on the subtraction images. In this paper, we propose a 3D-CNN after initial nodule candidates are detected using temporal subtraction technique. To compare the proposed 3D-CNN, we used 7 model architectures, which are 3D ShallowNet, 3D-AlexNet, 3D-VGG11, 3D-VGG13, 3D-ResNet8, 3D-ResNet20, 3D-ResNet32, with these performance on 28 thoracic MDCT cases including 28 small-sized lung nodules. The higher performance is showed on 3D-AlexNet.</p>

    DOI: 10.11318/mii.36.77

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    CiNii Research

    Other Link: https://search.jamas.or.jp/link/ui/2019298826

  • 3D convolutional neural networks for automatic detection of lung nodules from temporal subtraction images Reviewed

    International Journal of Computer Assited Radiology and Surgery   S71 - S72   2019.06

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  • Reduction of false-positive polyp detections in CT colonography using multiscale 3D residual networks Reviewed

    S67 - S68   2019.06

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  • 3D registration method based on intensity gradient information for temporal subtraction technique in thoracic MDCT image Reviewed

    nternational Journal of Computer Assited Radiology and Surgery   S22 - S23   2019.06

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    France  

  • CONet: A Cognitive Ocean Network Reviewed International journal

    Lu H., Wang D., Li Y., Li J., Li X., Kim H., Serikawa S., Humar I.

    IEEE Wireless Communications   26 ( 3 )   90 - 96   2019.06

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    DOI: 10.1109/MWC.2019.1800325

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  • 畳み込みニューラルネットワークを用いた指骨CR画像からの骨粗しょう症の識別 Reviewed

    畠野、村上、植村、陸、金、青木

    医用画像情報学会雑誌 ( 医用画像情報学会雑誌 )   36 ( 2 )   72 - 76   2019.06

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  • 3D-CNNによる経時的差分像上の結節状陰影検出 Reviewed

    芳野、陸、金、村上、青木、木戸

    医用画像情報学会雑誌   36 ( 2 )   77 - 82   2019.06

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  • The Cognitive Internet of Vehicles for Autonomous Driving Reviewed International journal

    Lu H., Liu Q., Tian D., Li Y., Kim H., Serikawa S.

    IEEE Network   33 ( 3 )   65 - 73   2019.05

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    DOI: 10.1109/MNET.2019.1800339

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  • Low-light underwater image enhancement for deep-sea tripod Reviewed International journal

    Yujie Li, Jianru Li, Yun Li, H KIM, S SERIKAWA

    IEEE Access   7   44080 - 44086   2019.04

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  • Ensemble 3D residual network(E3D-ResNet) for reduction of false-positive polyp detections in CTcolonography Reviewed

    1095013-1 - 1095013-7   2019.03

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  • 対称性解析に基づく3次元データから顔の対称面の検出

    細木、陸、金、木村、大河内、野添、中村

    信学技報、IE2018-158   285 - 286   2019.03

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  • 対称性解析に基づく口唇裂3次元点群からの正中面抽出法

    山田、陸、金、木村、大河内、野添、中村

    信学技報、IE2018-158   287 - 290   2019.03

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  • 経時的差分像上の関心領域内の統計的特徴量に基づく結節状陰影の自動検出

    金,田中,陸,村上,青木,木戸

    電子情報通信学会総合大会   108 - 108   2019.03

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  • YOROを用いた海中生物のロバスト自律追跡

    陸、金

    動的画像処理実用化ワークショップ   65 - 66   2019.03

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  • Clinical Applications of Multidisciplunary Computational Anatomy to Diagnosis

    202 - 212   2019.03

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  • CNNを用いた指骨CR画像からの骨粗しょう症の自動識別 Reviewed

    畠野、村上、植村、陸、金、青木

    Medical Imaging Technology   37 ( 2 )   107 - 115   2019.03

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  • Recognition of surrounding environment from electric wheelchair videos based on modified YOLOv2 Reviewed International journal

    Sakai Y., Lu H., Tan J.K., Kim H.

    Future Generation Computer Systems   92   157 - 161   2019.03

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    DOI: 10.1016/j.future.2018.09.068

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  • Dust removal from high turbid underwater images using convolutional neural networks Reviewed International journal

    Li Y., Zhang Y., Xu X., He L., Serikawa S., Kim H.

    Optics and Laser Technology   110   2 - 6   2019.02

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    DOI: 10.1016/j.optlastec.2017.09.017

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  • Statistical shape model building method using surface registration and model prototype Reviewed International journal

    Li G., Wu J., Xiao Z., Kim H.S., Ogunbona P.O.

    Optics and Laser Technology   110   234 - 238   2019.02

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    DOI: 10.1016/j.optlastec.2017.09.018

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  • Retinal vessel grading in fundoscopic images using GANs Reviewed

    International Symposium on Artificial Life and Robotics   418 - 422   2019.01

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  • Segmentation of Spine Region in CT Images Using 3D Edge Detection and 3D Region Growing Technique Reviewed

    International Symposium on Artificial Life and Robotics   95 - 98   2019.01

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  • Low-Light Underwater Image Enhancement for Deep-Sea Tripod Reviewed International journal

    Li Y., Li J., Li Y., Kim H., Serikawa S.

    IEEE Access   7   44080 - 44086   2019.01

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    Language:English   Publishing type:Research paper (scientific journal)

    DOI: 10.1109/ACCESS.2019.2897691

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  • Ensemble 3D residual network (E3D-ResNet) for reduction of false-positive polyp detections in CT colonography Reviewed International journal

    Uemura T., Näppi J.J., Lu H., Kim H., Tachibana R., Hironaka T., Yoshida H.

    Progress in Biomedical Optics and Imaging - Proceedings of SPIE   10950   2019.01

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    DOI: 10.1117/12.2512173

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  • Classification of Osteoporosis from Phalanges Computed Radiography Images Based on Convolutional Neural Network Reviewed

    HATANO Kazuhiro, MURAKAMI Seiichi, UEMURA Tomoki, LU Humin, KIM Hyoungseop, AOKI Takatoshi

    Medical Imaging and Information Sciences ( MEDICAL IMAGING AND INFORMATION SCIENCES )   36 ( 2 )   72 - 76   2019.01

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    <p>Osteoporosis is known as one of the main diseases of bone. Although image diagnosis for osteoporosis is effective, there are concerns about increased burden of radiologists associated with diagnostic imaging, uneven diagnostic results due to experience difference, and undetected lesions. Therefore, in this study, we propose a diagnosis supporting method for classifying osteoporosis from phalanges computed radiography images and presenting classification results to physicians. In the proposed method, we construct classifiers using convolution neural network and classify normal cases and abnormal cases about osteoporosis. In our experiments, two kinds of CNN models were constructed using input images generated from 101 cases of CR images and evaluated using Area Under the Curve(AUC)value on Receiver Operating Characteristics(ROC)curve. Finaly, AUC of 0.995 was obtained.</p>

    DOI: 10.11318/mii.36.72

    CiNii Article

    CiNii Research

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  • Automatic Identification of Osteoporosis from Phalanges Computed Radiography Images Based on CNN Reviewed

    HATANO Kazuhiro, MURAKAMI Seiichi, UEMURA Tomoki, LU Huimin, KIM Hyoungseop, AOKI Takatoshi

    Medical Imaging Technology ( The Japanese Society of Medical Imaging Technology )   37 ( 2 )   107 - 115   2019.01

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    <p>Osteoporosis is the main disease of bone. Although image diagnosis for osteoporosis is effective, there are concerns about increased burdens on doctors and variations in diagnostic results due to experience differences of doctors and undetected lesions. Therefore, in this paper, we propose a diagnostic support method to classify osteoporosis from Computed Radiography (CR) images of the phalanges and present classification results to doctors. In the proposed method, we constructed classifiers using Residual Network (ResNet), which is one type of convolution neural network, and classified the presence or absence of osteoporosis. For the input image to ResNet, we used the image generated from CR images. In this paper, we proposed three kinds of input images and conducted training and classification evaluation on each image. In the experiment, the proposed method was applied to 101 cases and evaluated using the Area Under the Curve (AUC) value on the Receiver Operating Characteristics (ROC) curve, the maximum value of which was 0.931.</p>

    DOI: 10.11409/mit.37.107

    CiNii Article

    CiNii Research

    Other Link: https://ci.nii.ac.jp/naid/130007633096

  • Automatic extraction of abnormalities on temporal CT subtraction images using sparse coding and 3D-CNn Reviewed International journal

    Koizumi Y., Miyake N., Lu H., Kim H., Murakami S., Aoki T., Kido S.

    International Conference on Control, Automation and Systems   2018-October   1468 - 1471   2018.12

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    Authorship:Corresponding author   Language:English   Publishing type:Research paper (international conference proceedings)

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  • Wide residual networks for semantic segmentation Reviewed International journal

    Nakayama Y., Lu H., Li Y., Kim H.

    International Conference on Control, Automation and Systems   2018-October   1476 - 1480   2018.12

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    Authorship:Corresponding author   Language:English   Publishing type:Research paper (international conference proceedings)

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  • Swallowing motion analyzing from dental MR imaging based on AKAZE and particle filter algorithm Reviewed International journal

    Suetani K., Lu H., Tan J., Kim H., Tanaka T., Kitou S., Morimoto Y.

    International Conference on Control, Automation and Systems   2018-October   1343 - 1346   2018.12

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    Authorship:Corresponding author   Language:English   Publishing type:Research paper (international conference proceedings)

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  • ROI-based fully automated liver registration in multi-phase CT images Reviewed International journal

    Saito K., Lu H., Kim H., Kido S., Tanabe M.

    International Conference on Control, Automation and Systems   2018-October   645 - 649   2018.12

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    Authorship:Corresponding author   Language:English   Publishing type:Research paper (international conference proceedings)

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  • Registration of phalange region from CR images based on genetic algorithm Reviewed International journal

    Kawagoe K., Murakami S., Lu H., Tan J., Kim H., Aoki T.

    International Conference on Control, Automation and Systems   2018-October   1464 - 1467   2018.12

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    Authorship:Corresponding author   Language:English   Publishing type:Research paper (international conference proceedings)

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  • Extraction of median plane from facial 3D point cloud based on symmetry analysis using ICP algorithm Reviewed International journal

    Yamada S., Lu H., Tan J.K., Kim H., Kimura N., Okawachi T., Nozoe E., Nakamura N.

    International Conference on Control, Automation and Systems   2018-October   1347 - 1350   2018.12

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    Authorship:Corresponding author   Language:English   Publishing type:Research paper (international conference proceedings)

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  • Enhancement of bone metastasis from CT images based on salient region feature registration Reviewed International journal

    Sato S., Lu H., Kim H., Murakami S., Ueno M., Terasawa T., Aoki T.

    International Conference on Control, Automation and Systems   2018-October   1329 - 1332   2018.12

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  • Detection of phalange region based on U-Net Reviewed International journal

    Hatano K., Murakami S., Lu H., Tan J., Kim H., Aoki T.

    International Conference on Control, Automation and Systems   2018-October   1338 - 1342   2018.12

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    Authorship:Corresponding author   Language:English   Publishing type:Research paper (international conference proceedings)

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  • Detection of grasping position from video images based on SSD Reviewed International journal

    Kitayama T., Lu H., Li Y., Kim H.

    International Conference on Control, Automation and Systems   2018-October   1472 - 1475   2018.12

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    Authorship:Corresponding author   Language:English   Publishing type:Research paper (international conference proceedings)

    Scopus

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  • Detection of abnormal shadows on temporal subtraction images based on multi-phase CNN Reviewed International journal

    Nagao M., Miyake N., Yoshino Y., Lu H., Kim H., Murakami S., Aoki T., Kido S.

    International Conference on Control, Automation and Systems   2018-October   1333 - 1337   2018.12

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    Authorship:Corresponding author   Language:English   Publishing type:Research paper (international conference proceedings)

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  • Extraction of GGO Candidate Regions on Thoracic CT Images using SuperVoxel-Based Graph Cuts for Healthcare Systems Reviewed International journal

    Lu H., Kondo M., Li Y., Tan J., Kim H., Murakami S., Aoki T., Kido S.

    Mobile Networks and Applications   23 ( 6 )   1669 - 1679   2018.12

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    DOI: 10.1007/s11036-018-1111-2

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  • 細胞領域の論理積を用いた蛍光顕微鏡画像からの血中循環がん細胞の自動検出 Reviewed

    辻、陸、タン、金、米田、田中

    医用画像情報学会誌   34 ( 4 )   151 - 155   2018.12

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  • Segmentation of Spinal Canal Region in CT Images using 3D Region Growing Technique Reviewed International journal

    Fu G., Lu H., Tan J.K., Kim H., Zhu X., Lu J.

    2018 International Conference on Information and Communication Technology Robotics, ICT-ROBOT 2018   2018.11

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    DOI: 10.1109/ICT-ROBOT.2018.8549913

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  • Object Detection on Video Images Based on R-FCN and GrowCut Algorithm Reviewed International journal

    Mouri K., Lu H., Tan J.K., Kim H.

    2018 International Conference on Information and Communication Technology Robotics, ICT-ROBOT 2018   2018.11

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    DOI: 10.1109/ICT-ROBOT.2018.8549879

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  • 実数値GAに基づく指骨CR画像の位置合わせ

    川越、村上、陸、タン、金、青木

    第38回医療情報学連合大会抄録集   388 - 391   2018.11

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  • CT temporal subtraction method for detection of sclerotic bone metastasis in the thoracolumbar spine Reviewed International journal

    Ueno M., Aoki T., Murakami S., Kim H., Terasawa T., Fujisaki A., Hayashida Y., Korogi Y.

    European Journal of Radiology   107   54 - 59   2018.10

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    DOI: 10.1016/j.ejrad.2018.07.017

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  • Statistical shape model generation using K-means clustering Reviewed International journal

    Wu J., Li G., Lu H., Kim H.

    ACM International Conference Proceeding Series   207 - 211   2018.09

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    DOI: 10.1145/3277453.3277467

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  • R-FCNとGrowCutを用いたボールペンの検出

    毛利、陸、金

    産業応用工学会全国大会2018講演論文集   85 - 86   2018.09

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  • Object Detection on Video Images Based on GrowCut Algorithm Reviewed International journal

    Mouri, Lu, Tan, Kim

    ICT-Robot   2018.09

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    Korea   Busan  

  • Activity representation by SURF-based templates Reviewed International journal

    Ahad M.A.R., Tan J.K., Kim H., Ishikawa S.

    Computer Methods in Biomechanics and Biomedical Engineering: Imaging and Visualization   6 ( 5 )   573 - 583   2018.09

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    Language:English   Publishing type:Research paper (scientific journal)

    DOI: 10.1080/21681163.2017.1298472

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  • FDCNet: filtering deep convolutional network for marine organism classification Reviewed International journal

    Lu H., Li Y., Uemura T., Ge Z., Xu X., He L., Serikawa S., Kim H.

    Multimedia Tools and Applications   77 ( 17 )   21847 - 21860   2018.09

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    Authorship:Corresponding author   Language:English   Publishing type:Research paper (scientific journal)

    DOI: 10.1007/s11042-017-4585-1

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  • BrainNets: Human Emotion Recognition Using an Internet of Brian Things Platform Reviewed International journal

    Lu H., Kim H., Li Y., Zhang Y.

    2018 14th International Wireless Communications and Mobile Computing Conference, IWCMC 2018   1313 - 1316   2018.08

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    DOI: 10.1109/IWCMC.2018.8450382

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  • Automatic detection of cell regions in microscope images based on BFED algorithm Reviewed International journal

    Nakamichi K., Lu H., Kim H., Yoneda K., Tanaka F.

    ACM International Conference Proceeding Series   38 - 42   2018.08

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    DOI: 10.1145/3278229.3278232

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  • Preface Invited Reviewed International journal

    Kim H.

    ACM International Conference Proceeding Series   2018.08

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  • Environment recognition for electric wheelchair based on YOLOv2 Reviewed International journal

    Sakai Y., Lu H., Tan J.K., Kim H.

    ACM International Conference Proceeding Series   112 - 117   2018.08

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    Authorship:Corresponding author   Language:English   Publishing type:Research paper (international conference proceedings)

    DOI: 10.1145/3278229.3278231

    Scopus

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  • Motor anomaly detection for unmanned aerial vehicles using reinforcement learning Reviewed International journal

    Lu H., Li Y., Mu S., Wang D., Kim H., Serikawa S.

    IEEE Internet of Things Journal   5 ( 4 )   2315 - 2322   2018.08

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    Authorship:Corresponding author   Language:English   Publishing type:Research paper (scientific journal)

    DOI: 10.1109/JIOT.2017.2737479

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  • Automatic road detection system for an airland amphibious car Reviewed

    85   51 - 59   2018.08

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  • Automatic road detection system for an air–land amphibious car drone Reviewed International journal

    Li Y., Lu H., Nakayama Y., Kim H., Serikawa S.

    Future Generation Computer Systems   85   51 - 59   2018.08

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    DOI: 10.1016/j.future.2018.02.036

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  • ResNetを用いた指骨CR画像からの骨粗しょう症の自動識別

    畠野、村上、植村、陸、タン、金、青木

    第37回日本医用画像工学会大会予稿集   238 - 244   2018.07

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  • 3次元Residual networks(ResNets)を用いた大腸CADにおける偽陽性陰影の識別

    植村、陸、金、橘、弘中、Nappi、吉田

    第37回日本医用画像工学会大会予稿集   436 - 442   2018.07

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  • CNNによる胸部CT画像からの経時的差分画像上の異常陰影の検出

    長尾、植村、三宅、陸、タン、金、村上、青木、平野、木戸

    第37回日本医用画像工学会大会予稿集   404 - 410   2018.07

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  • Image Registration for Detection of Sclerotic Bone Metastasis in CT Images Reviewed International journal

    Kim, Lu, Tan, Murakami, Ueno, Terasawa, TAoki

    40th International Conference of the IEEE Engineering in Medicine and Biology Society   2018.07

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  • 3D deelp residual convolutional networks for computer-aided detection of polyos in CT colonography Reviewed

    94 - 95   2018.06

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  • Low illumination underwater light field images reconstruction using deep convolutional neural networks Reviewed International journal

    Lu H., Li Y., Uemura T., Kim H., Serikawa S.

    Future Generation Computer Systems   82   142 - 148   2018.05

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    DOI: 10.1016/j.future.2018.01.001

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  • Active contour model-based segmentation algorithm for medical robots recognition Reviewed

    Journal of Multimedia Tools and Applications   77 ( 9 )   10485 - 10500   2018.05

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  • Automatic identification of bone erosions in rheumatoid arthritis from hand radiographs based on deep convolutional neural network Reviewed

    International Journal of Multimedia Tools and Applications   77 ( 9 )   10921 - 10937   2018.05

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  • Detection of lung carcinoma with predominant ground-glass opacity on CT using temporal subtraction method Reviewed

    European Radiology   28 ( 4 )   1594 - 1599   2018.04

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    Language:English   Publishing type:Research paper (scientific journal)

    2018.04.01

  • Non-uniform de-Scattering and de-Blurring of Underwater Images Reviewed International journal

    Li Y., Lu H., Li K.C., Kim H., Serikawa S.

    Mobile Networks and Applications   23 ( 2 )   352 - 362   2018.04

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    Language:English   Publishing type:Research paper (scientific journal)

    DOI: 10.1007/s11036-017-0933-7

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  • Brain Intelligence: Go beyond Artificial Intelligence Reviewed International journal

    Lu H., Li Y., Chen M., Kim H., Serikawa S.

    Mobile Networks and Applications   23 ( 2 )   368 - 375   2018.04

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    DOI: 10.1007/s11036-017-0932-8

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  • DCNNによる指骨CR画像からの骨粗しょう症の自動識別 Reviewed

    畠野、村上、植村、陸、タン、金、青木

    Medical Imaging Technology   36 ( 2 )   90 - 95   2018.03

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  • 経時的差分像技術を用いたGGO陰影の強調表示法

    金、近藤、陸、村上、寺澤、青木、平野、木戸

    第10回呼吸機能イメージング研究会学術集会抄録集   45 - 45   2018.02

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  • Detection of a specific moving object from head-mounted camera images Reviewed International journal

    Ishitobi K., Tan J.K., Kim H., Ishikawa S.

    SII 2017 - 2017 IEEE/SICE International Symposium on System Integration   2018-January   817 - 822   2018.02

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    DOI: 10.1109/SII.2017.8279323

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  • Bone erosions detection on hand CR images based on DCNN Reviewed

    357 - 360   2018.01

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    2018.01.18

  • A unified action recognition framework Reviewed

    he 23rd International Syposium on Artificial Lefe and Robotics   57 - 62   2018.01

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    2018.01.18

  • A Diffeomorphic Demons Approach to Statistical Shape Modeling Reviewed International journal

    Li G., Wu J., Xiao Z., Lu H., Kim H.S., Ogunbona P.O.

    Studies in Computational Intelligence   752   123 - 131   2018.01

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    Language:English   Publishing type:Research paper (international conference proceedings)

    DOI: 10.1007/978-3-319-69877-9_14

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  • Underwater Light Field Depth Map Restoration Using Deep Convolutional Neural Fields Reviewed International journal

    Lu H., Li Y., Kim H., Serikawa S.

    Studies in Computational Intelligence   752   305 - 312   2018.01

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    Language:English   Publishing type:Research paper (international conference proceedings)

    DOI: 10.1007/978-3-319-69877-9_33

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  • Automatic identification of bone erosions in rheumatoid arthritis from hand radiographs based on deep convolutional neural network Reviewed International journal

    Murakami S., Hatano K., Tan J., Kim H., Aoki T.

    Multimedia Tools and Applications   77 ( 9 )   10921 - 10937   2018.01

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    Authorship:Corresponding author   Language:English   Publishing type:Research paper (scientific journal)

    DOI: 10.1007/s11042-017-5449-4

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  • Automatic Identification of Osteoporosis from Phalanges Computed Radiography Images Based on Deep Convolutional Neural Network Reviewed

    HATANO Kazuhiro, MURAKAMI Seiichi, UEMURA Tomoki, LU Huimin, TAN Joo Kooi, KIM Hyoungseop, AOKI Takatoshi

    Medical Imaging Technology ( The Japanese Society of Medical Imaging Technology )   36 ( 2 )   90 - 95   2018.01

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    Osteoporosis is known as a disease of bone. Visual screening using Computed Radiography (CR) images is an effective method for osteoporosis; however, there are many diseases that exhibit similar state of low bone mass. In this paper, we propose an automatic identification method of osteoporosis from phalanges CR images. As the proposed method, we implement a classifier based on Deep Convolutional Neural Network (DCNN) to identify unknown CR images as normal or abnormal. For training and evaluating of DCNN, we use pseudo color images. The pseudo color images are generated by assigning three types of ROI to R, G, and B channels after extracting the ROI from inside the phalange region of the three kinds of images created from the CR image. In the experiment, we apply our proposal method to 101 cases and True Positive Rate of 75.5 [%] and False Positive Rate of 13.9 [%] were obtained.

    DOI: 10.11409/mit.36.90

    CiNii Article

    CiNii Research

    Other Link: https://ci.nii.ac.jp/naid/130006588793

  • Image registration of vertebral region from CT images based on salient region feature Reviewed International journal

    Sato S., Lu H., Tan J., Kim H., Murakami S., Ueno M., Terasawa T., Aoki T.

    International Conference on Control, Automation and Systems   2017-October   1597 - 1600   2017.12

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    DOI: 10.23919/ICCAS.2017.8204242

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  • Image analysis of cleft lip from moire image based on symmetry analysis Reviewed International journal

    Yamada S., Lu H., Tan J.K., Kim H., Kimura N., Okawachi T., Nozoe E., Nakamura N.

    International Conference on Control, Automation and Systems   2017-October   1586 - 1589   2017.12

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    DOI: 10.23919/ICCAS.2017.8204239

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  • Extraction of spinal candidate region from a dental MR imaging Reviewed International journal

    Suetani K., Lu H., Tan J., Kim H., Tanaka T., Kitou S., Morimoto Y.

    International Conference on Control, Automation and Systems   2017-October   1601 - 1604   2017.12

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    DOI: 10.23919/ICCAS.2017.8204243

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  • Detection of lung nodules on temporal subtraction images Using 3D sparse coding Reviewed International journal

    Tanaka T., Miyake N., Lu H., Tan J.K., Kim H., Murakami S., Aoki T., Hirano Y., Kido S.

    International Conference on Control, Automation and Systems   2017-October   1455 - 1457   2017.12

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    DOI: 10.23919/ICCAS.2017.8204220

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  • Classification of osteoporosis from phalanges CR images based on DCNN Reviewed International journal

    Hatano K., Murakami S., Lu H., Kooi Tan J., Kim H., Aoki T.

    International Conference on Control, Automation and Systems   2017-October   1593 - 1596   2017.12

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    DOI: 10.23919/ICCAS.2017.8204241

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  • Detection of abnormal candidate regions on temporal subtraction images based on DCNN Reviewed International journal

    Nagao M., Miyake N., Yoshino Y., Lu H., Kooi Tan J., Kim H., Murakami S., Aoki T., Hirano Y., Kido S.

    International Conference on Control, Automation and Systems   2017-October   1444 - 1448   2017.12

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    DOI: 10.23919/ICCAS.2017.8204218

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  • Extraction of GGO regions from chest CT images using deep learning Reviewed International journal

    Hirayama K., Miyake N., Lu H., Tan J.K., Kim H., Tachibana R., Hirano Y., Kido S.

    International Conference on Control, Automation and Systems   2017-October   351 - 355   2017.12

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    Authorship:Corresponding author   Language:English   Publishing type:Research paper (international conference proceedings)

    DOI: 10.23919/ICCAS.2017.8204464

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  • Environment recognition for navigation of autonomous wheelchair from a video image Reviewed International journal

    Nakayama Y., Lu H., Tan J., Kim H.

    International Conference on Control, Automation and Systems   2017-October   1439 - 1443   2017.12

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    DOI: 10.23919/ICCAS.2017.8204217

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  • Automatic identification of circulating tumor cells in fluorescence microscopy images based on AdaBoost Reviewed International journal

    Tsuji K., Lu H., Tan J.K., Kim H., Yoneda K., Tanaka F.

    International Conference on Control, Automation and Systems   2017-October   1449 - 1454   2017.12

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    Authorship:Corresponding author   Language:English   Publishing type:Research paper (international conference proceedings)

    DOI: 10.23919/ICCAS.2017.8204219

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  • Automatic liver segmentation from multiphase CT images by using level set method Reviewed International journal

    Saito K., Lu H., Tan J.K., Kim H., Yamamoto A., Kido S., Tanabe M.

    International Conference on Control, Automation and Systems   2017-October   1590 - 1592   2017.12

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    Authorship:Corresponding author   Language:English   Publishing type:Research paper (international conference proceedings)

    DOI: 10.23919/ICCAS.2017.8204240

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  • Underwater Optical Image Processing: a Comprehensive Review Reviewed International journal

    Lu H., Li Y., Zhang Y., Chen M., Serikawa S., Kim H.

    Mobile Networks and Applications   22 ( 6 )   1204 - 1211   2017.12

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    Language:English   Publishing type:Research paper (scientific journal)

    DOI: 10.1007/s11036-017-0863-4

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  • Weighted Local Laplacian Filtering for Underwater Image Enhancement Reviewed

    36 - 47   2017.11

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    2017.11.25

  • Non-Rigid Image Registration Techniques and Its Application to Medical Imaging Invited Reviewed

    International Symposium on Artificial Intelligence and Robotics   2017.11

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    Japan   Kitakyushu   2017.11.25

  • AKEZE局所特徴量に基づく歯科MR画像からの嚥下動作の解析法

    末谷、陸、タン、金、田中、鬼頭、森本

    第35回計測自動制御学会九州支部学術講演会論文集   25 - 26   2017.11

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    Authorship:Corresponding author   Language:Japanese   Publishing type:Research paper (other academic)

  • DeepEye: A dedicated Camera for Deep-sea Tripod Observation Systems in the South China Sea Reviewed

    Proceeding of The 2nd International Symposium on Artificial Intelligence and Robotics   198 - 201   2017.11

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    2017.11.25

  • A Diffeomorphic Demons Approch to Statistical Shape Modeling Reviewed

    Proceeding of The 2nd International Symposium on Artificial Intelligence and Robotics   175 - 182   2017.11

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  • 経時的差分像技術を用いた胸部CT画像上のGGO候補領域の検出

    近藤、三宅、陸、タン、金、村上、寺澤、青木、平野、木戸

    日本医療情報学会講演会   884 - 887   2017.11

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    2017.11.20

  • Automatic segmentation of cell candidate regions in microscopy images based on an optimization algorithm Reviewed

    720 - 723   2017.10

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    Language:English   Publishing type:Research paper (international conference proceedings)

    DOI: 10.1109/ICCAS.2016.7832397

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  • Extraction of GGO candidate regions from the LIDC database using deep learning Reviewed

    724 - 727   2017.10

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    Language:English   Publishing type:Research paper (international conference proceedings)

    DOI: 10.1109/ICCAS.2016.7832398

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  • Extraction of Spinal Candidate Region from A Dental MR Imaging Reviewed

    Suetani, Lu, Tan, Kim, Tanaka, Kitou, Morimoto

    Proceedings of the 17th International Conference on Control, Automation and Systems   1601 - 1604   2017.10

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    Korea  

  • Image Registration of Vertebral Region from CT Images Based on Salient Region Feature Reviewed

    Sato, Lu, Tan, Kim, Murakami, Ueno, Terasawa, Aoki

    Proceedings of the 17th International Conference on Control, Automation and Systems   1597 - 1600   2017.10

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    Korea  

  • Classification of Osteoporosis from Phalanges CR Images Based on DCNN Reviewed

    Hatano, Murakami, Lu, Tan, Kim, Aoki

    Proceedings of the 17th International Conference on Control, Automation and Systems   1593 - 1596   2017.10

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    Authorship:Corresponding author   Language:English   Publishing type:Research paper (international conference proceedings)

    Korea  

  • Automatic Liver Segmentation from Multiphase CT images by Using Level Set Method Reviewed

    Saito, Lu, Tan, Kim, Yamamoto, Kido, Tanabe

    Proceedings of the 17th International Conference on Control, Automation and Systems   1590 - 1592   2017.10

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    Authorship:Corresponding author   Language:English   Publishing type:Research paper (international conference proceedings)

    Korea  

  • Image Analysis of Cleft Lip from Moire Image Based on Symmetry Analysis Reviewed

    Yamada, Lu, Tan, Kim, Kimura, Okawachi, Nozoe, Nakamura

    Proceedings of the 17th International Conference on Control, Automation and Systems   1586 - 1589   2017.10

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    Authorship:Corresponding author   Language:English   Publishing type:Research paper (international conference proceedings)

    Korea  

  • Detection of Lung Nodules on Temporal Subtraction Images Using 3D Sparse Coding Reviewed

    Tanaka, Miyake, Lu, Tan, Kim, Murakami, Aoki, Hirano, Kido

    Proceedings of the 17th International Conference on Control, Automation and Systems   1455 - 1457   2017.10

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    Authorship:Corresponding author   Language:English   Publishing type:Research paper (international conference proceedings)

    韓国  

  • Automatic Identification of Circulating Tumor Cells in Fluorescence Microscopy Images Based on AdaBoost Reviewed

    Proceedings of the 17th International Conference on Control, Automation and Systems   1449 - 1454   2017.10

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  • Detection of Abnormal Candidate Regions on Temporal Subtraction Images Based on DCNN Reviewed

    Nagao, Miyake, Yoshino, Lu, Tan, Kim, Murakami, Aoki, Hirano, Kido

    Proceedings of the 17th International Conference on Control, Automation and Systems   1444 - 1448   2017.10

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    Authorship:Corresponding author   Language:English   Publishing type:Research paper (international conference proceedings)

    韓国  

  • Environment Recognition for Navigation of Autonomous Wheelchair from a Video Image Reviewed

    Nakayama, Lu, Tan, Kim

    Proceedings of the 17th International Conference on Control, Automation and Systems   1439 - 1443   2017.10

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    韓国   2017.10.18

  • Automatic classification of lung nodules on MDCT images with the temporal subtraction technique Reviewed

    Yoshino Y., Miyajima T., Lu H., Tan J., Kim H., Murakami S., Aoki T., Tachibana R., Hirano Y., Kido S.

    International Journal of Computer Assisted Radiology and Surgery   12 ( 10 )   1789 - 1798   2017.10

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    Authorship:Corresponding author   Language:English   Publishing type:Research paper (scientific journal)

    DOI: 10.1007/s11548-017-1598-1

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  • Image Registration Techniques and Its Application for Computer Aided Dianosis in Medical Field Invited Reviewed

    2nd Ingernational Conference on Biomedical Signal and Image Processing   2017.08

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    Japan   Kitakyshu   2017.08.23

  • Statistical Shape Model Generation Using Diffeomorphic Surface Registration Reviewed

    Proceedings of the 2nd International Conference on Biomedical Signal and Image Processing   37 - 41   2017.08

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    日本   北九州   2017.08.23

  • Automatic Identification of Circulating Tumor Cells in Fluorescence Microscopy Images Based on ANN Reviewed

    Tsuji, Lu, Tan, Kim, Yoneda, Tanaka

    Proceedings of the 2nd International Conference on Biomedical Signal and Image Processing   1 - 6   2017.08

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    日本   北九州   2017.08.23

  • An Interactive Technique of Fast Vertebral Segmentation for Computed Tomography Images with Bone Metastasis Reviewed

    29 - 36   2017.08

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    日本   北九州   2017.08.23

  • An interactive technique of fast vertebral segmentation for computed tomography images with bone metastasis Reviewed International journal

    Dong R., Lu H., Kim H., Aoki T., Zhao Y., Zhao Y.

    ACM International Conference Proceeding Series   29 - 36   2017.08

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    Authorship:Corresponding author   Language:English   Publishing type:Research paper (international conference proceedings)

    DOI: 10.1145/3133793.3133795

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  • Statistical shape model generation using diffeomorphic surface registration Reviewed International journal

    Wu J., Li G., Lu H., Kim H., Ogunbona P.O.

    ACM International Conference Proceeding Series   37 - 41   2017.08

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    DOI: 10.1145/3133793.3133796

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  • Automatic identification of circulating tumor cells in fluorescence microscopy images based on ANN Reviewed International journal

    Tsuji K., Lu H., Tan J.K., Kim H., Yoneda K., Tanaka F.

    ACM International Conference Proceeding Series   1 - 6   2017.08

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    Authorship:Corresponding author   Language:English   Publishing type:Research paper (international conference proceedings)

    DOI: 10.1145/3133793.3133798

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  • 画像処理技術による診断支援への応用

    全国歯科大学・歯学部付属病院診療放射線技師連絡協議会会誌   2017.07

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    日本   北九州   2017.07.02

  • Moving objects detection employing iterative update of the background Reviewed International journal

    Setyawan F., Tan J., Kim H., Ishikawa S.

    Artificial Life and Robotics   22 ( 2 )   168 - 174   2017.06

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    Language:English   Publishing type:Research paper (scientific journal)

    DOI: 10.1007/s10015-016-0347-9

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  • Activity representation by SURF-based templates Reviewed

    1 - 11   2017.04

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  • A supervised correspondence method for statistical shape model building Reviewed

    Li G., Honda H., Yoshino Y., Kim H., Xiao Z.

    2016 IEEE International Conference on Signal and Image Processing, ICSIP 2016   37 - 40   2017.03

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    DOI: 10.1109/SIPROCESS.2016.7888219

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  • An ego-camera based finger-spelling recognition system Reviewed International journal

    Tan J., Hamada S., Hirakawa M., Kim H., Ishikawa S.

    IEEE Region 10 Annual International Conference, Proceedings/TENCON   358 - 363   2017.02

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    Language:English   Publishing type:Research paper (international conference proceedings)

    DOI: 10.1109/TENCON.2016.7848021

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  • 経時的差分像技術を用いた結節状候補陰影の検出

    金,村上,寺澤,青木,木戸

    呼吸機能イメージング研究会学術集会講演論文集   58 - 58   2017.01

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  • Underwater image super-resolution by descattering and fusion Reviewed International journal

    Lu H., Li Y., Nakashima S., Kim H., Serikawa S.

    IEEE Access   5   670 - 679   2017.01

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    Language:English   Publishing type:Research paper (scientific journal)

    DOI: 10.1109/ACCESS.2017.2648845

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  • Highly accurate energy-conserving flexible touch sensors Reviewed International journal

    Lu H., Li Y., Li Y., Serikawa S., Kim H.

    Sensors and Materials   29 ( 6 )   611 - 617   2017.01

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    DOI: 10.18494/SAM.2017.1458

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  • Depth Map Reconstruction for Underwater Kinect Camera Using Inpainting and Local Image Mode Filtering Reviewed International journal

    Lu H., Zhang Y., Li Y., Zhou Q., Tadoh R., Uemura T., Kim H., Serikawa S.

    IEEE Access   5   7115 - 7122   2017.01

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    DOI: 10.1109/ACCESS.2017.2690455

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  • Automatic identification of circulating tumor cells in fluorescence microscopy images based on logical conjunction of cell regions Reviewed

    TSUJI Kouki, LU Huimin, TAN Joo Kooi, KIM Hyoungseop, YONEDA Kazue, TANAKA Fumihiro

    Medical Imaging and Information Sciences ( MEDICAL IMAGING AND INFORMATION SCIENCES )   34 ( 4 )   151 - 155   2017.01

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    <p>Circulating tumor cells(CTCs)can be a useful biomarker. They may have some information about the malignant disease, since they are one of causes of the cancer metastasis. The blood sample from cancer patient is analyzed by fluorescence microscope. This microscope takes enlarged images with three types of lights(red, green and blue),and specific materials are reacted respectively. The blood contains a lot of cells, but there are few CTCs. Therefore analyzing them is not easy work for pathologists. In this study, we develop a method which detects circulating tumor cells in fluorescence microscopy images automatically. Our proposed method has three steps. First, we extract cell regions in microscopy images by using filtering processing. Second, we separate the connecting cell regions into single cell regions,based on the branch and bound algorithm. Finally, we identify CTCs by using logical conjunction method. We demonstrated the effectiveness of our proposed method using 6 cases(5040 microscopy images), and we evaluated the performance of CTCs identification. Our proposed method achieved, a true positive rate of 95.27 [%] and a false positive rate of 6.172 [%] respectively. And we confirmed the effectiveness of the logical conjinction for CTCs identicication.</p>

    DOI: 10.11318/mii.34.151

    CiNii Article

    CiNii Research

    Other Link: https://ci.nii.ac.jp/naid/130006267703

  • Transfer-learning deep convolutional neural network for classification of polyp candidates on CT colonography Reviewed

    UEMURA Tomoki, LU Huimin, KIM Hyoungseop, TACHIBANA Rie, HIRONAKA Toru, Janne J. Näppi, YOSHIDA Hiroyuki

    Medical Imaging and Information Sciences ( MEDICAL IMAGING AND INFORMATION SCIENCES )   34 ( 2 )   80 - 86   2017.01

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    <p>Computed tomographic colonography(CTC), also known as virtual colonoscopy, provides a minimally invasive screening method for early detection of colorectal lesions. It can be used to solve the problems of accuracy, capacity, cost,and safety that have been associated with conventional colorectal screening methods. Computer-aided detection(CADe)has been shown to increase radiologists' sensitivity and to reduce inter-observer variance in detecting colonic polyps in CTC. However, although CADe systems can prompt locations of abnormalities at a higher sensitivity than that of radiologists,they also prompt relatively large numbers of false positives(FPs). In this study, we developed and evaluated the effect of a transfer-learning deep convolutional neural network(TL-DCNN)on the classification of polyp candidates detected by a CADe system from dual-energy CTC images. A deep convolution neural network(DCNN)that had been pre-trained with millions of natural non-medical images was fine-tuned to identify polyps by use of pseudo-colored images that were generated by assigning axial, coronal, and sagittal images of the polyp candidates to the red, green, and blue channels of the images, respectively. The classification performances of the TL-DCNN and the corresponding non-transfer-learning DCNN were evaluated by use of 5-fold cross validation on 20 clinical CTC cases. The TL-DCNN yielded true- and falsepositive rates of 73.6[%]and 1.79[%], respectively, which were significantly higher than those of the non-transferlearning DCNN. This preliminary result demonstrates the effectiveness of the TL-DCNN in the classification of polyp candidates from CTC images.</p>

    DOI: 10.11318/mii.34.80

    CiNii Article

    CiNii Research

    Other Link: https://ci.nii.ac.jp/naid/130006846731

  • Detection of Ground Glass Opacity Regions on LIDC Datasets Using DCNN Reviewed

    HIRAYAMA Kazuki, LU Huimin, TAN Joo Kooi, KIM Hyoungseop, TACHIBANA Rie, HIRANO Yasushi, KIDO Shoji

    Medical Imaging and Information Sciences ( MEDICAL IMAGING AND INFORMATION SCIENCES )   34 ( 2 )   70 - 74   2017.01

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    <p>Lung cancer is one of the most important cancer in the world. Among them, Ground Glass Opacity(GGO)has a hazy area of increased attenuation in the lung image. In recent years, development of a Computer Aided Diagnosis (CAD)system for reducing the burden on work load and improving the detection rate of lesions has been advanced. In this paper, we propose a CAD system to extract GGO from CT images. Firstly, we extract the lung region from the input CT images and remove the vessel, and bronchial region based on 3 D line filter algorithm. After that, we extract initial GGO regions using concentration and gradient information. Next, we calculate the statistical features on the segmented regions. After that, we classify GGO regions using support vector machine(SVM). Finally, we detect the final GGO regions using deep convolutional neural network(DCNN). The proposed method is tested on 31 cases of CT images from the Lung Image Database Consortium(LIDC). The results demonstrate that the proposed method has 86.05[%] of true positive rate and 39.03[/case] of false positive number.</p>

    DOI: 10.11318/mii.34.70

    CiNii Article

    CiNii Research

    Other Link: https://ci.nii.ac.jp/naid/130006846732

  • Current distribution based power module screening by new normal/abnormal classification method with image processing Reviewed International journal

    Tsukuda M., Yuki D., Tomonaga H., Kim H., Omura I.

    Proceedings of the International Symposium on Power Semiconductor Devices and ICs   407 - 410   2017.01

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    DOI: 10.23919/ISPSD.2017.7988970

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  • Automatic segmentation of cell candidate region in Microscopy images based on an optimization algorithm Reviewed

    International Conference on Control, Automation and Systems   720 - 723   2016.10

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  • Extraction of GGO candidat regions from the LIDC database using deep learning Reviewed

    724 - 727   2016.10

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  • Identify rheumatoid arthritis and osteoporosis from phalange CR images based on image registration and ANN Reviewed

    10 ( 10 )   2435 - 2440   2016.10

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    Scopus

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  • Identify Rheumatoid Arthritis and Osteoporosis from Phalange CR Images Image Based on Image Registration and ANN Reviewed International journal

    Kajihara, Murakami, Tan, Kim, Aoki

    ICIC Express Letters   10 ( 10 )   2435 - 2440   2016.10

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  • A Computer Aided Diagnosis System to Identify Rheumatoid Arthritis and Osteoporosis from Phalange CR Image Reviewed International journal

    Kajihara, Murakami, Tan, Kim, Aoki

    11th International Conference on Innovative Computing, Information and Control   2016.08

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    中国  

  • A method of detecting salient regions employing global and local saliency Reviewed

    7 ( 3 )   555 - 561   2016.03

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  • Detecting pedestrian and extracting their attributes from self-mounted camera views Reviewed

    7 ( 2 )   279 - 286   2016.02

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  • Traffic signs and signals detection employing the my vision system for a visually impaired person Reviewed

    7 ( 2 )   385 - 391   2016.02

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    Scopus

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  • Detection method for candidate regions of ground glass opacity on LIDC database using image features Reviewed

    70 ( 8 )   J178 - J184   2016.01

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    Language:English   Publishing type:Research paper (scientific journal)

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  • Detection Method for Candidate Regions of Ground Glass Opacity on LIDC Database Using Image Features Reviewed

    Yokota Keisuke, Kim Hyoungseop, Tan Joo Kooi, Ishikawa Seiji, Tachibana Rie, Hirano Yasushi, Kido Shoji, Aoki Takatoshi

    The Journal of The Institute of Image Information and Television Engineers   70 ( 8 )   J178 - J184   2016.01

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    Language:Japanese   Publishing type:Research paper (scientific journal)

    DOI: 10.3169/itej.70.J178

    CiNii Article

    Other Link: https://ci.nii.ac.jp/naid/130005165445

  • Detection of Rush-out Pedestrians Using MSC-HOG Features

    ONO Yuta, TAN Joo Kooi, KIM Hyoungseop, ISHIKAWA Seiji

    Proceedings of the Annual Conference of Biomedical Fuzzy Systems Association ( Biomedical Fuzzy Systems Association )   29 ( 0 )   37 - 40   2016.01

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    <p><i>In recent years, the development of Intelligent Transportation Systems (ITS) has become more active than ever and many methods of detecting people and automobiles using an in-vehicle camera have been proposed to date. However, a method of predicting a pedestrian's rush-out into a road still faces a mountain of challenges. In this paper, we propose a method of detecting a pedestrian and judging his/her direction of walk employing MSC-HOG, an improved version of the HOG, and AdaBoost. The prediction of a pedestrian's rush-out is carried out by tracking each pedestrian and judging the change of his/her walk directions. The effectiveness of the proposed method is verified by the experiments employing car videos.</i><i> </i></p>

    DOI: 10.24466/pacbfsa.29.0_37

    CiNii Article

    Other Link: https://ci.nii.ac.jp/naid/130007979886

  • Compensation of Vibration on a MY VISION Video Using Normal Distribution

    YOSHIDA Naoto, TAN Joo Kooi, KIM Hyoungseop, ISHIKAWA Seiji

    Proceedings of the Annual Conference of Biomedical Fuzzy Systems Association ( Biomedical Fuzzy Systems Association )   29 ( 0 )   45 - 48   2016.01

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    <p><i>In recent years,</i> <i>wearable devices have been developing rapidly as intelligent tools. According to MIC, the wearable devices market is expected to be 15 times larger in 2020 than 2013.</i> <i>Among them, a wearable camera with a PC has been drawing much attention as a substitute for a human real time visual processing system. However, because such a camera is used by being mounted on a user, the vibration generated by the movement of the user affects captured video images and hence resulting in the difficulty in the video processing.</i> <i>This paper proposes a method of compensating the vibration of a video images captured by a wearable camera by detecting the background movement obtained from optical flow analysis. Experimental results are shown and the method is evaluated.</i></p>

    DOI: 10.24466/pacbfsa.29.0_45

    CiNii Article

    Other Link: https://ci.nii.ac.jp/naid/130007979807

  • Object Detection from a Moving Camera

    MATSUO Takuya, TAN Joo Kooi, KIM Hyoungseop, ISHIKAWA Seiji

    Proceedings of the Annual Conference of Biomedical Fuzzy Systems Association ( Biomedical Fuzzy Systems Association )   29 ( 0 )   23 - 26   2016.01

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    <p><i>This paper presents a method of object detection using a moving camera. In order to perform background subtraction with a moving camera case, the proposed method estimates camera motion and creates a current background model from a previous background model using the camera motion. The background model is a set of a single Gaussian distribution. The method employs the upper and the lower bound of a threshold used for the judgment of background/foreground and color information to achieve precise detection of an object. We have confirmed the effectiveness of the proposed method by the experiments performed using some human motion videos. </i></p>

    DOI: 10.24466/pacbfsa.29.0_23

    CiNii Article

    Other Link: https://ci.nii.ac.jp/naid/130007979883

  • Human Action Recognition Using 3D-MHIs for Elderly Care

    YAMASHITA Youtarou, TAN Joo Kooi, KIM Hyoungseop, ISHIKAWA Seiji

    Proceedings of the Annual Conference of Biomedical Fuzzy Systems Association ( Biomedical Fuzzy Systems Association )   29 ( 0 )   33 - 36   2016.01

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    <p><i>Nowadays the population of elderly people who live alone has been growing continuously. When they encounter an accident at home, they won't be able to ask for help in the worst case. Under these circumstances, development of an automatic system to care elderly people living alone becomes increasingly important. We have been developing a computer vision system which finds abnormal motions of elderly people among their daily activities indoors. In this paper, we propose a new method of human motion representation called 3D-MHIs </i>(<i>3-dimensional-Motion History Image</i>)<i> based on FoE (Focus of Expansion) and a method of human motion recognition employing 3-D Hu moments by use of a single camera view. The method can recognize not only those motions parallel to a camera lens but also those motions toward depth direction. The effectiveness of the proposed method was experimentally shown.</i><i> </i></p>

    DOI: 10.24466/pacbfsa.29.0_33

    CiNii Article

    Other Link: https://ci.nii.ac.jp/naid/130007979895

  • Recognition of Finger-spelled Letters Using MY VISON System

    HIRAKAWA Manabu, TAN Joo Kooi, KIM Hyoungseop, ISHIKAWA Seiji, Hamada SATOSI

    Proceedings of the Annual Conference of Biomedical Fuzzy Systems Association ( Biomedical Fuzzy Systems Association )   29 ( 0 )   41 - 44   2016.01

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    <p><i>This paper proposes a method of recognizing finger-spelled letters using the MY VISION system which contains a camera mounted on the chest of a human and a PC. A finger-speller performs the spelling to the camera. The images of the speller's hand are captured and hand areas are detected employing skin color. </i></p><p><i>For the detection, skin color calibration is performed in advance to cope with various illumination conditions and cluttered backgrounds. The shape and motion of the hand area are analyzed to recognize the finger-spelled letters. The PCA and the nearest neighbor method are employed for the recognition. The high recognition rate with the finger-spelled letters was achieved by the proposed system along with the high speed recognition. </i></p>

    DOI: 10.24466/pacbfsa.29.0_41

    CiNii Article

    Other Link: https://ci.nii.ac.jp/naid/130007979809

  • スケール不変な顕著領域特徴に基づくCR画像からの指骨領域の自動位置合わせ Reviewed

    梶原,村上,金,タン,石川

    バイオメディカル・ファジィ・システム学会誌   17 ( 2 )   35 - 42   2015.12

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    Authorship:Corresponding author   Language:Japanese   Publishing type:Research paper (scientific journal)

  • IGBTデバイスの目視検査支援システムの開発~不良品の細分類

    結城,金,タン,石川,附田,大村

    第34回計測自動制御学会九州支部学術講演会   173 - 174   2015.11

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  • 尤度を考慮した変形量に基づく指骨CR画像の位置合わせ

    梶原,金,タン,石川,村上

    第34回計測自動制御学会九州支部学術講演会   53 - 54   2015.11

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  • 遺伝的アルゴリズムを用いた手部CR像からの骨びらんの検出

    村上,金,タン,石川

    第28回バイオメディカル・ファジィ・システム学会年次大会講演論文集   11 - 12   2015.11

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    Authorship:Corresponding author   Language:Japanese   Publishing type:Research paper (scientific journal)

  • MSGVF SnakesによるMR画像からの指骨領域の自動抽出

    重吉,村上,金,タン,石川

    映像情報メディア学会技術報告(ヒューマンインフォメーション)   11 - 14   2015.11

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    Authorship:Corresponding author   Language:Japanese   Publishing type:Research paper (scientific journal)

  • Development of a supporting system for visual inspection of IGBT device based on statistical feature and complex multi-resolution analysis Reviewed

    1551 - 1554   2015.10

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    Authorship:Corresponding author   Language:English   Publishing type:Research paper (international conference proceedings)

    韓国   釜山  

    DOI: 10.1109/ICCAS.2015.7364603

    Scopus

  • Posture estimation from Kinect image using RVM regression analysis Reviewed

    1540 - 1542   2015.10

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    Authorship:Corresponding author   Language:English   Publishing type:Research paper (international conference proceedings)

    DOI: 10.1109/ICCAS.2015.7364600

    Scopus

  • Development of image viewer for analyzing of temporal subtraction from chest CT images Reviewed

    1543 - 1546   2015.10

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    Authorship:Corresponding author   Language:English   Publishing type:Research paper (international conference proceedings)

    DOI: 10.1109/ICCAS.2015.7364601

    Scopus

  • Automatic segmentation of phalanges regions on MR images based on MSGVF Snakes Reviewed

    1547 - 1550   2015.10

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    Authorship:Corresponding author   Language:English   Publishing type:Research paper (international conference proceedings)

    DOI: 10.1109/ICCAS.2015.7364602

    Scopus

  • Comparison of feature extraction methods for head recognition Reviewed

    Mudjirahardjo, P., Tan, J. K., Kim, H. S., Ishikawa, S.

    Proc. 2015 Int. Electronics Symposium   124 - 128   2015.09

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  • Levenberg-Marquardt法を用いた3次元頭部CT・MR画像の自動位置合わせ

    木崎,山村,金,タン,石川,山本

    電信情報通信学会技術報告,ライフインテリジェンスとオフィス情報システム   51 - 54   2015.09

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    Authorship:Corresponding author   Language:Japanese   Publishing type:Research paper (scientific journal)

  • Automatic Registration of Phalanges Regions in CR Images Based on Scale-Invariant Saliant Region Features Reviewed

    272 - 276   2015.09

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  • SVMによる胸部CT画像からのすりガラス状候補陰影の検出

    金,横田,タン,石川,橘,平野,木戸,青木

    映像情報メディア学会年次大会   2 pages   2015.08

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    Authorship:Corresponding author   Language:Japanese   Publishing type:Research paper (scientific journal)

  • 濃度勾配特徴を用いた下肢CTA画像からの血管領域の抽出

    金,和田,タン,石川,山本

    映像情報メディア学会年次大会   2 pages   2015.08

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    Authorship:Corresponding author   Language:Japanese   Publishing type:Research paper (scientific journal)

  • スケール不変の顕著領域特徴に基づくCR画像からの支笏領域の自動位置合わせ法

    梶原,村上,金,タン,石川

    第34回日本医用画像工学会大会予稿集   10 pages   2015.07

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  • Identification of Lung Nodule from Temporal Subtraction Images by using Two-Step AdaBoost Reviewed

    TANAKA Shuji, Kim Hyoungseop, Tan Joo Kooi, ISHIKAWA Seiji, MURAKAMI Seiichi, AOKI Takatoshi, HIRANO Yasushi, KIDO Shoji, TACHIBANA Rie

    Journal of Biomedical Fuzzy Systems Association   17 ( 1 )   9 - 16   2015.07

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    CiNii Article

    Other Link: http://ci.nii.ac.jp/naid/110009987542

  • Detecting a taxi from a video for visually handicapped people Reviewed International journal

    Nishimura, A., Tan, J. K., Kim, H., Ishikawa, S

    Proc. SICE Annual Conf. 2015   2015.07

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    中国  

  • 画像特徴を用いたLIDCデータベースからのGGO候補領域の自動抽出

    横田,金,タン,石川,橘,平野,木戸,青木

    画像電子学会年次大会講演CDROM   4 pages   2015.06

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    Authorship:Corresponding author   Language:Japanese   Publishing type:Research paper (scientific journal)

  • Human action representation and recognition: An approach to a histogram of spatiotemporal templates Reviewed

    11 ( 6 )   1855 - 1867   2015.01

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    Language:English   Publishing type:Research paper (scientific journal)

    Scopus

    Other Link: https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=84957063027&origin=inward

  • Groupwise surface correspondence using particle filtering Reviewed

    9443   2015.01

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    Language:English   Publishing type:Research paper (international conference proceedings)

    DOI: 10.1117/12.2179122

    Scopus

    Other Link: https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=84925431291&origin=inward

  • Automatic Registration of Phalanges Regions in CR Images Based on Scale-Invariant Salient Region Features Reviewed

    KAJIHARA Shota, MURAKAMI Seiichi, Kim Hyoungseop, Tan Joo Kooi, ISHIKAWA Seiji

    Journal of Biomedical Fuzzy Systems Association   17 ( 2 )   35 - 42   2015.01

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    Language:Japanese   Publishing type:Research paper (scientific journal)

    DOI: 10.24466/jbfsa.17.2_35

    CiNii Article

    Other Link: https://ci.nii.ac.jp/naid/110010047578

  • Detection of Erosion on Hand CR Images Using Genetic Algorithm Reviewed

    MURAKAMI Seiichi, KIM Hyoungseop, TAN Joo Kooi, ISHIKAWA Seiji

    Proceedings of the Annual Conference of Biomedical Fuzzy Systems Association ( Biomedical Fuzzy Systems Association )   28 ( 0 )   11 - 12   2015.01

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    <p><i>Erosion of the hands and feet is one of the major diagnostic criteria for rheumatoid arthritis (RA). However, a method to detect erosion using radiographs has not been reported until now. In this paper, we propose a method for the automatic detection of erosion using genetic algorithm from computed radiography (CR) images of the hand. The proposed method adopted for 13 images which obtained CR images of hand, and satisfactory results are obtained.</i><i> </i></p>

    DOI: 10.24466/pacbfsa.28.0_11

    CiNii Article

    Other Link: https://ci.nii.ac.jp/naid/130007998608

  • Recognition of Finger-Spelled Letters Using a Color Distribution from a Chest-Mounted Camera Reviewed

    HIRAKAWA Manabu, HAMADA Satoshi, TAN Joo Kooi, KIM Hyoungseop, ISHIKAWA Seiji

    Proceedings of the Annual Conference of Biomedical Fuzzy Systems Association ( Biomedical Fuzzy Systems Association )   28 ( 0 )   207 - 208   2015.01

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    <p><i>This paper proposes a method of recognizing finger-spelled letters using a video obtained from a chest-mounted camera. A finger-speller performs the spelling to the camera mounted on his/her chest. The images of the speller's hand are captured and analyzed by a PC to recognize the letters. For the hand detection, the color distribution of the hand is examined initially to cope with various illumination conditions. The detected hand area is recognized using the PCA and the nearest neighbor method. Experimental results show satisfactory performance of the proposed method.</i><i> </i></p>

    DOI: 10.24466/pacbfsa.28.0_207

    CiNii Article

    Other Link: https://ci.nii.ac.jp/naid/130007998560

  • Recognition of a Human Motion Using an Expanded MHI Reviewed

    YAMASHITA Yotaro, TAN Joo Kooi, KIM Hyoungseop, ISHIKAWA Seiji

    Proceedings of the Annual Conference of Biomedical Fuzzy Systems Association ( Biomedical Fuzzy Systems Association )   28 ( 0 )   7 - 8   2015.01

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    <p><i>In recent years, elderly people who live alone have been continually increasing. Its number is equivalent to 31.4 percent of elderly population in Japan. In the worst case, they cannot cry for help because of diseases or sudden injuries. Therefore a system for watching over elderly people is strongly requested in our society. In order to realize such a system, this paper proposes a method of recognizing human motions employing an expanded MHI which uses FoE (Focus of Expansion) to recognize the motion toward the depth direction. The proposed method was applied to the recognition of 6 human motions including 'fall down' and satisfactory results were obtained. </i></p>

    DOI: 10.24466/pacbfsa.28.0_7

    CiNii Article

    Other Link: https://ci.nii.ac.jp/naid/130007998716

  • Detection of Ground Glass Opacity Candidate Regions on LIDC Database Using Image Features

    YOKOTA Keisuke, KIM Hyoungseop, TAN Joo Kooi, ISHIKAWA Seiji, TACHIBANA Rie, HIRANO Yasushi, KIDO Shoji, AOKI Takatoshi

    Proceedings of the Annual Conference of the Institute of Image Electronics Engineers of Japan ( The Institute of Image Electronics Engineers of Japan )   43 ( 0 )   7 - 7   2015.01

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    In this paper, we propose a new detection method for GGO regions from LIDC database based on image features.

    DOI: 10.11371/aiieej.43.0_7

    CiNii Article

    Other Link: https://ci.nii.ac.jp/naid/130008081244

  • Detection of Blood Vessels in Legs from CTA images Based on Gradient Features

    Kim Hyoungseop, Wada Koudai, Tan Joo Kooi, Ishikawa Seiji, Yamamoto Akiyoshi

    PROCEEDINGS OF THE ITE ANNUAL CONVENTION ( The Institute of Image Information and Television Engineers )   2015 ( 0 )   31B-1   2015.01

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    Authorship:Lead author, Corresponding author   Language:Japanese   Publishing type:Research paper (conference, symposium, etc.)

    In the field for visual screening, it is difficult task to detect blood vessel regions with high accuracy detection rates since blood vessel regions are in contact with bone region on the CTA images. In this paper, we propose a new method for segmentation of arterial area, which are obtained CTA based on gradient features, and satisfactory experimental results are obtained. Some experimental results are shown with discussion.

    DOI: 10.11485/iteac.2015.0_31b-1

    CiNii Research

  • Detection of Ground Glass Opacity Regions on Thoracic CT Images Based on Support Vector Machine

    KIM Hyoungseop, YOKOTA Keisuke, TAN Joo Kooi, ISHIKAWA Seiji, TACHIBANA Rie, HIRANO Yasushi, KIDO Shoji, AOKI Takatoshi

    PROCEEDINGS OF THE ITE ANNUAL CONVENTION ( The Institute of Image Information and Television Engineers )   2015 ( 0 )   31B-2   2015.01

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    In this paper, we develop a CAD (Computer Aided Diagnosis) system for assisting in visual screening. In the first stage, we calculate the statistical features such as density, shape and textures on segmented candidate regions. Finally, we implement a classifier based on support vector machine to distinguish final candidate regions. We applied the proposed method to 31 CT image sets in the Lung Image Database Consortium (LIDC) which is supplied by National Center Institute (NCI).

    DOI: 10.11485/iteac.2015.0_31b-2

    CiNii Research

  • Segmentation of Phalanges Region on MR Images Based on MSGVF Snakes

    SHIGEYOSHI Koji, MURAKAMI Seiichi, KIM Hyoungseop, TAN Joo Kooi, ISHIKAWA Seiji

    ITE Technical Report ( The Institute of Image Information and Television Engineers )   39.43 ( 0 )   11 - 14   2015.01

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    Authorship:Corresponding author   Language:Japanese   Publishing type:Research paper (conference, symposium, etc.)

    In diagnostic imaging of phalanges, X-ray and CT images are used to evaluate the value of phalanges destruction. Especially, MRI is used mainly to diagnose the lesion in soft tissue. It is possible to detect in early stages by using the MR images. In order to detect abnormalities and analyze the abnormal structures image processing technique can provide a useful skill. However, the large number of images make burden to the radiologist. Therefore, to reduce the burden, CAD (Computer Aided Diagnosis) system is expected from the medical fields. In this paper, we proposed an automatic segmentation algorithm of phalanges regions on MR images based on MSGVF Snakes algorithm.

    DOI: 10.11485/itetr.39.43.0_11

    CiNii Article

    CiNii Research

  • Report on MICCAI 2014

    Kitasaka Takayuki, Nakagomi Keita, Otomaru Itaru, Oda Masahiro, Hirano Yasushi, Masutani Yoshitaka, Kim Hyoungseop

    IEICE technical report. ( The Institute of Electronics, Information and Communication Engineers )   114 ( 311 )   49 - 54   2014.11

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    In this paper, the outline of each session of MICCAI 2014 main conference is introduced. A few interesting reports in the conference are also introduced and explained.

    CiNii Article

    Other Link: https://ci.nii.ac.jp/naid/110009971230

  • MICCAI2014参加報告

    北坂、中込、音丸、小田、平野、増谷、金

    信学技法   11 ( 311 )   49 - 54   2014.11

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    Language:Japanese   Publishing type:Research paper (other academic)

    Japan  

  • Temporal subtraction method for lung nodule detection on successive thoracic CT soft-copy images Reviewed

    271 ( 1 )   255 - 261   2014.04

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    Language:English   Publishing type:Research paper (scientific journal)

    DOI: 10.1148/radiol.13130460

    Scopus

  • Detection of a bicycle in video images using MSC-HOG feature Reviewed

    10 ( 2 )   521 - 533   2014.02

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    Language:English   Publishing type:Research paper (scientific journal)

    Scopus

    Other Link: https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=84893415119&origin=inward

  • Videotaped obstacle extraction from a moving camera Reviewed

    10 ( 2 )   717 - 728   2014.02

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    Language:English   Publishing type:Research paper (scientific journal)

    Scopus

    Other Link: https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=84893413251&origin=inward

  • B1-4 A corner detection method employing Improved Local Binary Patterns

    TSUSHIMA Takashi, TAN Joo Kooi, IM Hyoungseop, ISHIKAWA Seiji

    Proceedings of the Annual Conference of Biomedical Fuzzy Systems Association ( Biomedical Fuzzy Systems Association )   27 ( 0 )   19 - 20   2014.01

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    Detecting feature points from an image is an important technique in advanced image processing, and various feature point detection methods have been proposed to date. Attention is paid on the technique for detecting corner points in this paper. The proposed method detects corners of objects from an ILBP image by use of particular ILBP values and their spread patterns. The advantage of the proposed method is that, unlike Harris corner detector or FAST, it does not employ a threshold for the corner detection. Experimental results are shown with discussion.

    DOI: 10.24466/pacbfsa.27.0_19

    CiNii Article

    Other Link: https://ci.nii.ac.jp/naid/110009895912

  • B1-3 A Method of Detecting Salient Regions from an Image

    KUWATA Ibuki, TAN Joo Kooi, KIM Hyoungseop, ISHIKAWA Seiji

    Proceedings of the Annual Conference of Biomedical Fuzzy Systems Association ( Biomedical Fuzzy Systems Association )   27 ( 0 )   17 - 18   2014.01

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    This paper proposes a method of detecting salient regions from an image. Detection of salient regions is important, because it is expected to improve the precision and the processing speed of object recognition through image processing. The proposed method employs human visual characteristics, i.e., complementary color harmony and Purkinje phenomenon to detect salient regions from an image. Experimental results show the effectiveness of the spatial redundancy considering global redundancy and local redundancy, based on the human visual characteristics.

    DOI: 10.24466/pacbfsa.27.0_17

    CiNii Article

    Other Link: https://ci.nii.ac.jp/naid/110009895911

  • B1-2 Detection of Pedestrians from Self-wearable Camera Images and Extracting Their Peculiar Information

    SAKAI Ryuichi, TAN Joo Kooi, KIM Hyoungseop, ISHIKAWA Seiji

    Proceedings of the Annual Conference of Biomedical Fuzzy Systems Association ( Biomedical Fuzzy Systems Association )   27 ( 0 )   15 - 16   2014.01

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    In recent years, researches on pedestrians detection have grown actively. Also, technology on pedestrians detection can be used in many fields. This paper proposes a method of peculiar information extraction based on pedestrians detection from self-wearable camera images. This method is more effective in cost than using more cameras, and applicable to various fields. Also, not only pedestrians detection but also their peculiar information extraction extends the flexibility of pedestrians' information processing. Experimental results are shown and the performance of the proposed method is evaluated

    DOI: 10.24466/pacbfsa.27.0_15

    CiNii Article

    Other Link: https://ci.nii.ac.jp/naid/110009895910

  • B1-1 Traffic Sign Detection from Self-Wearable Camera Images

    KUMANO Takaki, TAN Joo Kooi, KIM Hyoungseop, ISHIKAWA Seiji

    Proceedings of the Annual Conference of Biomedical Fuzzy Systems Association ( Biomedical Fuzzy Systems Association )   27 ( 0 )   13 - 14   2014.01

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    In recent years, the walk support equipment for visually impaired persons has spread, and a studded paving block and a sound-type signal are installed on the sidewalk. However, there are still problems that the places of installation are few with the former, and the provided information becomes obscure with the latter in the noisy environment such as heavy traffic or heavy rain. In order to solve these difficulties, this paper proposes a method of detecting pedestrian signals and traffic signs at a pedestrian crossing from a self-wearable camera. Experimental results are shown and the method is evaluated.

    DOI: 10.24466/pacbfsa.27.0_13

    CiNii Article

    Other Link: https://ci.nii.ac.jp/naid/110009895909

  • Segmentation of Phalange Regions and Image Registration Method for Detection of Temporal Changes in CR Image Reviewed

    Murakami Seiichi, Hodu Yoshimichi, Kim Hyoungseop, Tan Joo Kooi, Ishikawa Seiji

    Journal of Biomedical Fuzzy Systems Association ( Biomedical Fuzzy Systems Association )   16 ( 2 )   11 - 17   2014.01

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    Authorship:Corresponding author   Language:Japanese   Publishing type:Research paper (scientific journal)

    There are osteoporosis and rheumatoid arthritis in the main disease of the bones. Currently, to diagnose that diseases CR, CT and MR images are used in medical fields. Major feature of the diagnostic criteria for rheumatoid arthritis (RA) are still performed manually and there is no method to detect the osteoporosis quantitatively using radiographs until now. To overcome the lack of accuracy and overestimation problem, automatic extraction and quantitative assessment of the region of interest based on image processing technique is required from medical fields In this paper, to analysis the osteoporosis such as quantitative and checking the temporal changes, we proposed a method for segmentation of each phalange regions and registration of same subject which is obtained previous and current of radiograph. We describes some experimental results by using the previous and current image from the same subject.

    DOI: 10.24466/jbfsa.16.2_11

    CiNii Article

    Other Link: https://ci.nii.ac.jp/naid/110009872263

  • Extraction of Ground Glass Opacities in Lung CT Images Using Subtraction Reviewed

    TACHIBANA Rie, HIRANO Yasushi, XU Rui, KIDO Shoji, KIM Hyoungseop

    Medical Imaging Technology ( The Japanese Society of Medical Imaging Technology )   32 ( 3 )   196 - 202   2014.01

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    Language:Japanese   Publishing type:Research paper (scientific journal)

    Pulmonary nodules with ground glass opacity (GGO) in lung CT images are difficult to differential diagnosis, and follow-up are often performed. In cases of follow-up, the present CT images are compared with past CT images, and it is necessary to evaluate the changes quantitatively. So, we have developed a volumetric segmentation algorithm of pulmonary nodules with GGO on CT images. Nodules with GGO, especially pure-GGO, are difficult to define a threshold value. Therefore, our algorithm does not define a threshold value. In our algorithm, the first step is to emphasize CT images using the sigmoid function. Next, the nodule is roughly segmented with background subtraction. Finally the nodule without vessels is decided by morphological operation, etc. For evaluation of our algorithm, we selected nodules with GGO from the dataset provided by LIDC (The Lung Image Database Consortium). In this paper, we illustrate some experimental result w hich applied our algorithm.

    DOI: 10.11409/mit.32.196

    CiNii Article

    Other Link: https://ci.nii.ac.jp/naid/130004679782

  • A Temporal Subtraction Technique on Thoracic MDCT Images by Using GGVF and Smoothing of Shift Vectors

    Yoshino Yuriko, Kim Hyoungseop, Tan Joo Kooi, Ishikawa Seiji, Murakami Seiichi, Aoki Takatoshi

    ITE Technical Report ( The Institute of Image Information and Television Engineers )   38 ( 0 )   53 - 56   2014.01

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    Recently, some computer aided diagnoses (CAD) systems has been introduced until now. Temporal subtraction technique, as one of the CAD systems, can emphasize temporal changes of interested regions by subtracting a previous image from a current one, which are images of a same patient. A previous image is deformed to suit a current image considering a variation of pose and inhalation differences when a patient accepts CT inspection at different times and subtracted from a current image. However, accurate registration is difficult because organizations such as a vessel are distributed three-dimensionally in a lung region. It is caused that each shift vector (shift amount and direction of a pixel) is less consistency to surrounding shift vectors in some area of a lung region by mis-registration and many artifacts are remained on temporal images. In this paper, we propose a method of registration based on GGVF considering information of structures in a lung regions and smoothing of shift vectors, and aim to improve registration and reduce artifacts in a subtraction image.

    DOI: 10.11485/itetr.38.46.0_53

    CiNii Article

    Other Link: https://ci.nii.ac.jp/naid/110009885411

  • 3D Image Registration Method for Head CT and MR Image Based on DSC and Mutual Information Reviewed

    YAMAMURA Yutarou, HAYATA Daichi, KIM Hyoungseop, TAN Joo Kooi, ISHIKAWA Seiji, YAMAMOTO Akiyoshi

    Journal of Biomedical Fuzzy Systems Association ( Biomedical Fuzzy Systems Association )   16 ( 2 )   19 - 27   2014.01

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    Recently, image fusion technique is used on medical field, which is obtained various different modalities. To make a fusion image, registration is important task. However, because many registration techniques need manual operation, increased burden to the doctors and the difference of result becomes a problem. In this paper, we propose a method for image fusion on head CT and MR image to assist surgical plan for the Cyber Knife. Our registration technique is performed two main steps; 1) global registration by using center of gravity, and outline information of image, 2) final registration by use of the mutual information which is selected some VOIs. In this paper, we report some experimental results with registration accuracy and computational processing time.

    DOI: 10.24466/jbfsa.16.2_19

    CiNii Article

    Other Link: https://ci.nii.ac.jp/naid/110009872264

  • Development of a scaler stroke display system using computer vision Reviewed

    1722 - 1723   2013.12

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  • Detection of underwater objects based on machine learning Reviewed

    2104 - 2109   2013.12

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  • Detecting foreground objects by sequential background inference in a video captured by a moving camera Reviewed

    1699 - 1702   2013.12

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  • Classifying 2D and 3D objects on a road employing the road plane Reviewed

    1689 - 1692   2013.12

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  • Abnormal motion detection in an occlusive environment Reviewed

    1398 - 1402   2013.12

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  • A novel pedestrian detector on low-resolution images: Gradient LBP using patterns of oriented edges Reviewed

    IEICE Transactions on Information and Systems   E96-D ( 12 )   2882 - 2887   2013.12

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    DOI: 10.1587/transinf.E96.D.2882

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    CiNii Article

  • A global-local approach to saliency detection Reviewed

    8048 LNCS ( PART 2 )   332 - 337   2013.09

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    DOI: 10.1007/978-3-642-40246-3_41

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  • Cerebrovascular Segmentation from CTA and MRA Image

    MAEDA Shinya, YAMAMURA Yutaro, KIM Hyoungseop, TAN Joo Kooi, ISHIKAWA Seiji, YAMAMOTO Akiyoshi

    ( The Institute of Electronics, Information and Communication Engineers ) 113 ( 212 )   81 - 84   2013.09

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    Radiation therapy is one of treatment technique for tumor. In the treatment, tumor parts are exposed by radiation beams from several angles. To avoid radiation exposure to normal tissues in the treatment, radiation beams are aimed accurately to tumor. Consequently, to comprehend tumor parts from CT and/or MR images is important in treatment planning. The tumor parts are displayed effectively by applying the image registration between CT and MR images. Feature based image registration technique is one of typical approaches for image registration. In this study, to develop assistance system of radiation therapy for brain tumor, cerebrovascular segmentation method which is utilized as feature position detection of image registration technique for head CTA and MRA images has been proposed. Availability of proposed method has been investigated by applying to head CTA and MRA images.

    CiNii Article

    Other Link: https://ci.nii.ac.jp/naid/110009783192

  • Cerebrovascular Segmentation from CTA and MRA Image

    MAEDA Shinya, YAMAMURA Yutaro, KIM Hyoungseop, TAN Joo Kooi, ISHIKAWA Seiji, YAMAMOTO Akiyoshi

    IEICE technical report. Image engineering ( The Institute of Electronics, Information and Communication Engineers )   113 ( 211 )   81 - 84   2013.09

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    Radiation therapy is one of treatment technique for tumor. In the treatment, tumor parts are exposed by radiation beams from several angles. To avoid radiation exposure to normal tissues in the treatment, radiation beams are aimed accurately to tumor. Consequently, to comprehend tumor parts from CT and/or MR images is important in treatment planning. The tumor parts are displayed effectively by applying the image registration between CT and MR images. Feature based image registration technique is one of typical approaches for image registration. In this study, to develop assistance system of radiation therapy for brain tumor, cerebrovascular segmentation method which is utilized as feature position detection of image registration technique for head CTA and MRA images has been proposed. Availability of proposed method has been investigated by applying to head CTA and MRA images.

    CiNii Article

    Other Link: https://ci.nii.ac.jp/naid/110009817858

  • Cerebrovascular Segmentation from CTA and MRA Image

    MAEDA Shinya, YAMAMURA Yutaro, KIM Hyoungseop, TAN Joo Kooi, ISHIKAWA Seiji, YAMAMOTO Akiyoshi

    IEICE technical report. Life intelligence and office information systems ( The Institute of Electronics, Information and Communication Engineers )   113 ( 210 )   81 - 84   2013.09

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    Authorship:Corresponding author   Language:Japanese   Publishing type:Research paper (conference, symposium, etc.)

    Radiation therapy is one of treatment technique for tumor. In the treatment, tumor parts are exposed by radiation beams from several angles. To avoid radiation exposure to normal tissues in the treatment, radiation beams are aimed accurately to tumor. Consequently, to comprehend tumor parts from CT and/or MR images is important in treatment planning. The tumor parts are displayed effectively by applying the image registration between CT and MR images. Feature based image registration technique is one of typical approaches for image registration. In this study, to develop assistance system of radiation therapy for brain tumor, cerebrovascular segmentation method which is utilized as feature position detection of image registration technique for head CTA and MRA images has been proposed. Availability of proposed method has been investigated by applying to head CTA and MRA images.

    CiNii Article

    Other Link: https://ci.nii.ac.jp/naid/110009784523

  • Road region estimation and obstacles extraction using a monocular camera Reviewed

    9 ( 9 )   3561 - 3572   2013.07

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  • Detection of Lung nodules on temporal subtraction based on non-rigid image registration and development of software for image viewer

    IKEDA Yuriko, TOKISA Takumi, MAEDA Shinya, KIM Hyoungseop, TAN Joo KOOI, ISHIKAWA Seiji

    Technical report of IEICE. PRMU ( The Institute of Electronics, Information and Communication Engineers )   113 ( 75 )   1 - 4   2013.06

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    A temporal subtraction technique that is subtracted from previous image to current one is introduced as powerful tools in medical fields to diagnose abnormalities and temporal changes. It provided a computer aided diagnosis (CAD) tools on visual screening. Radiologist can easily detect lesions on images by compare of images. It is because the subtraction image can enhance the temporal changes, such as shaped of new lesions and/or the temporal changes in existing abnormalities by removing most of the normal background structures by subtraction of a previous image from a current one. In this paper, we develop a CAD system to detect lung nodules on temporal subtraction based on non-rigid image registration and its application for 3D image viewer. In this CAD system, final abnormal areas are detected based on artificial neural networks and displayed on current images.

    CiNii Article

    Other Link: https://ci.nii.ac.jp/naid/110009779161

  • Temporal Subtraction Method for Thoracic MDCT Image by Using Intensity Gradient Information Reviewed

    MAEDA Shinya, MIYAKE Noriaki, KIM Hyoungseop, TAN Joo Kooi, ISHIKAWA Seiji, MURAKAMI Seiichi, AOKI Takatoshi

    Transactions of the Society of Instrument and Control Engineers ( The Society of Instrument and Control Engineers )   49 ( 4 )   461 - 468   2013.04

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    Recently, CAD system has been introduced as a visual screening method in medical field. Also, temporal subtraction method, which enhances temporal changes such as the abnormalities on the image, is implemented as one of technique for CAD by subtracting previous image from current one. Image registration techniques are required for the temporal subtraction method. If the accuracy of image registration is insufficiently, normal structure elements which should be removed are remained on subtraction image. In this study, a novel image registration method for temporal subtraction technique on thoracic MDCT images has been developed to reduce the subtraction artifacts by using intensity gradient information. The proposed method has been applied to thoracic MDCT images, and its efficiency has been indicated.

    DOI: 10.9746/sicetr.49.461

    CiNii Article

    Other Link: https://ci.nii.ac.jp/naid/10031166608

  • Detection of artery regions in lower extremity arteries from non-enhanced MR imaging based on particle filter algorithms Reviewed

    17 ( 2 )   318 - 323   2013.03

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  • Nonrigid Registration Method for Thoracic CT Images by Using Vessel Structure Information Reviewed

    MAEDA Shinya, KIM Hyoungseop, TAN Joo Kooi, ISHIKAWA Seiji, MURAKAMI Seiichi, AOKI Takatoshi

    The IEICE transactions on information and systems (Japanese edetion) ( The Institute of Electronics, Information and Communication Engineers )   96 ( 3 )   733 - 742   2013.03

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    CiNii Article

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  • Recognizing human actions using histogram of local binary patterns Reviewed

    54 - 59   2013.01

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  • Automatic classification of seabed sediments based on HLAC Reviewed

    653 - 658   2013.01

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  • A parameterization based correspondence method for PDM building Reviewed

    17 ( 1 )   18 - 26   2013.01

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  • C-1-1 Automatic Detection of Blood Vessels in Legs from Fresh Blood Imaging Based on Particle Filter Algorithms

    Kim Hyoungseop, Koga Yuiko, Tan Joo Kooi, Ishikawa Seiji, Yamamoto Akiyoshi

    Proceedings of the Annual Conference of Biomedical Fuzzy Systems Association ( Biomedical Fuzzy Systems Association )   26 ( 0 )   29 - 32   2013.01

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    Recently, the Arterio sclerosis obliterans (ASO) caused by chronic ischemia of limbs increases. As one of the diagnosis methods to detect the ASO, MR image which is obtained fresh blood imaging (FBI) is used for visual screening in medical fields. In this paper, we propose a method to detect blood vessel regions in legs from the FBI images. Especially, we developed for preventing the spread outside of the region and the segment accuracy in peripheral artery areas that is improved by using particle filter algorithms. We performed our proposed method on to real MR images which is obtained by FBI method and satisfactory detection results of artery regions are achieved.

    DOI: 10.24466/pacbfsa.26.0_29

    CiNii Article

    Other Link: https://ci.nii.ac.jp/naid/110009830344

  • Detection of Underwater Objects Based on Machine Learning Reviewed

    Tan Ysuhiro, Tan Joo Kooi, Kim Hyoungseop, Ishikawa Seiji

    Journal of the Japan Society of Naval Architects and Ocean Engineers ( The Japan Society of Naval Architects and Ocean Engineers )   18 ( 0 )   115 - 121   2013.01

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    Side-scan and forward looking sonars are some of the most widely used imaging systems for obtaining large scale images of a seafloor, and their use continues to expand rapidly with their increasing deployment on Autonomous Underwater Vehicles. However,it is difficult to extract quantitative information from the images generated from these processes, in particular, for the detection and extraction of information on the objects within these images. We propose in this paper an algorithm for automatic detection of underwater objects in side-scan images based on machine learning employing adaptive boosting. Experimental results show that the method produces consistent maps of a seafloor.

    DOI: 10.2534/jjasnaoe.18.115

    CiNii Article

    Other Link: https://ci.nii.ac.jp/naid/130003393937

  • Temporal subtraction method for abdominal contrast and non-contrast image based on image matching techniques Reviewed

    1805 - 1808   2012.12

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  • Detection of bone regions on legs from CTA image using concentration gradients Reviewed

    1818 - 1821   2012.12

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  • Classification of lung nodules on temporal subtraction image based on statistical features and improvement of segmentation accuracy Reviewed

    1814 - 1817   2012.12

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  • Applying MSC-HOG feature to the detection of a human on a bicycle Reviewed

    514 - 517   2012.12

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  • A temporal subtraction method for thoracic CT images using non rigid warping technique Reviewed

    1809 - 1813   2012.12

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  • A camera-computer system to support safe walking of a blind person Reviewed

    511 - 513   2012.12

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  • 3-D recovery of a non-rigid object from a single camera view by piecewise recovery and synthesis Reviewed

    1443 - 1446   2012.12

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  • A method for cardiac region segmentation on ultrasound images based on particle filter algorithm Reviewed

    157 - 162   2012.12

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  • Japanese finger-spelling recognition using a chest-mounted camera Reviewed

    909 - 912   2012.11

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  • Human motion recognition employing infrared radiation camera images Reviewed

    392 - 395   2012.11

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  • Arterial hemodynamic analysis on non-enhanced magnetic resonance angiogram using optical flow Reviewed

    17 ( 1 )   102 - 106   2012.10

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    DOI: 10.1007/s10015-012-0022-8

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  • Motion history image: its variants and applications Reviewed

    Ahad, Tan, Kim, Ishikawa

    Machine Vision and Applications   23   255 - 281   2012.03

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    DOI: 10.1007/s00138-010-0298-4

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  • 経時的差分像技術を用いた胸部CT画像からの結節状候補陰影領域の自動抽出

    時佐、三宅、前田、金、タン、石川、村上、青木

    第4回呼吸機能イメージング研究会学術集会   77   2012.02

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    琵琶湖   2012.02.10  -  2012.02.11

  • An effective directional motion database organization for human motion recognition Reviewed

    Eftakhar, Tan, Kim, Ishikawa

    Intl. Journal of Innovative Computing, Information and Control   8 ( 2 )   1359 - 1370   2012.02

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  • An effective directional motion database organization for human motion recognition Reviewed

    8 ( 2 )   1359 - 1370   2012.02

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  • Japanese Finger-spelling Recognition Using a Chest-mounted Camera Reviewed

    Nagasue, Tan, Kim, Ishikawa

    The 17th International Symposium on Artificial Life and Robotics   1059 - 1062   2012.01

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    Japan   Beppu   2012.01.19  -  2012.01.21

  • Moving objects detection at an intersection by sequential background extraction Reviewed

    1752 - 1755   2011.12

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  • Extraction of individual pedestrians employing stereo camera images Reviewed

    1744 - 1747   2011.12

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  • Direction-oriented human motion recognition with prior estimation of directions Reviewed

    4226 - 4231   2011.12

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    DOI: 10.1109/IECON.2011.6120002

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  • Detection of pedestrians employing a wide-angel camera Reviewed

    1748 - 1751   2011.12

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  • Detection of a bicycle and its driving directions using HOG feature Reviewed

    781 - 784   2011.12

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  • Detecting human flows on a road different from main flows Reviewed

    793 - 796   2011.12

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  • Automatic segmentation of liver region from non-contrast and contrast CT images employing tree-structural image transformations Reviewed

    763 - 766   2011.12

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  • Multiple objects tracking method based on particle filter Reviewed

    Sugandi, Kim, Tan, Ishikawa

    Recent Research in Circuits, Systems, Mechanics and Transportation Systems   64 - 69   2011.12

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    Switzerland   Montreux   2011.12.29  -  2011.12.31

  • A 3D Matching Method for Organic Training Samples Alignment Based on Surface Curvature Distribution Reviewed

    Li, Kim, Tan, Ishikawa, Yamamoto

    Open Journal of Medical Imaging   1 ( 2 )   43 - 47   2011.12

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  • 3-D modeling of dynamic remote environments employing the images from cell-phone cameras and a communication network Reviewed

    48 - 51   2011.11

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  • Multiple persons' action recognition by fast human detection Reviewed

    1639 - 1644   2011.11

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  • Improved approach for action recognition based on local and global features Reviewed

    1645 - 1649   2011.11

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  • Buildings recovery employing Manhattan-world constraint Reviewed

    431 - 434   2011.11

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  • Action dataset - A survey Reviewed

    1650 - 1655   2011.11

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  • 3-D recovery of a non-rigid object from a single camera view Reviewed

    447 - 450   2011.11

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  • 階層的画像位置合わせによる胸部マルチスライスCT画像の経時的差分処理の高速化 Reviewed

    前田、金、タン、石川、山本

    バイオメディカル・ファジィ・システム学会誌   13 ( 2 )   1 - 7   2011.10

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  • A non-rigid alignment method for triangular mesh surface of lung field Reviewed

    Li, Kim, Tan. Ishikawa, Yamamoto

    International Workshop on Smart Info-Media Systems in Asia   150 - 153   2011.10

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    Japan   Nagasaki  

  • A shape-based segmentation method of multi-organs on CT images using genetic algorithm Reviewed

    5 ( 9 A )   3189 - 3194   2011.09

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  • Automatic Detection of Phalangeal Region on CR Images Using Active Contour Model Reviewed

    Yamakawa, Murakami, Kim, Tan, Ishikawa, Aoki

    International Symposim on Advanced Intelligent Systems   362 - 365   2011.09

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    Korea   Suwon  

  • Detection of Calcification on Carotid Artery in Dental CT Image Reviewed

    Shimizu, Kim, Tan, Ishikawa, Tanaka, Kitou, Morimoto

    International Symposim on Advanced Intelligent Systems   358 - 361   2011.09

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    Korea   Suwon  

  • Segmentation Method for Mandibular Region in Dental CT Images Using MPR Image Information Reviewed

    Kuroki, Kim, Tan, Ishikawa, Tanaka, Kitou, Morimoto

    International Symposim on Advanced Intelligent Systems   63 - 66   2011.09

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    Korea   Suwon  

  • Detection of Artery Regions on Fresh Blood Imaging Using Particle Filter Algorithms Reviewed

    Koga, Yamamoto, Kim, Tan, Ishikawa

    International Symposim on Advanced Intelligent Systems   59 - 62   2011.09

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    Korea   Suwon  

  • A Method for Image Registration on Head CT and MR Image by Using Real-coded Genetic Algorithm Reviewed

    Hayata, Yamamura, Kim, Tan, Ishikawa, Yamamoto

    International Symposim on Advanced Intelligent Systems   55 - 58   2011.09

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    Korea   Suwon  

  • Automatic Detection Method for Candidate Regions of Lung Nodule from the Temporal Subtraction Images Reviewed

    Tokisa, Miyake, Maeda, Kim, Tan, Ishikawa, Murakami, Aoki

    International Symposim on Advanced Intelligent Systems   51 - 54   2011.09

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    Korea   Suwon  

  • Automatic Segmentation Method of Internal Organ Regions Using Graph Cuts Reviewed

    Tani, Li, Kim, Tan, Ishikawa, Yamamoto

    International Symposim on Advanced Intelligent Systems   47 - 50   2011.09

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    Korea   Suwon  

  • Mulple persons' recognition by fast human detection Reviewed

    Efackhar, Tan, Kim, Ishikawa

    SICE Annual Conference 2011   1639 - 1644   2011.09

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    Japan   Tokyo  

  • A Shape-Based Segmentation Method of Multi-organs on CT Images Using Genetic Algorithm Reviewed

    Li, Takahashi, Kim, Tan, Ishikawa and Yamamoto

    ICIC Express Letters   5 ( 9(A) )   3189 - 3194   2011.09

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  • Detection of lung nodules in thoracic MDCT images based on temporal changes from previous and current images Reviewed

    15 ( 6 )   707 - 713   2011.08

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  • 胸部CT画像のための経時的差分像生成法と臨床用アプリケーションの開発 Reviewed

    金、三宅、前田、タン、石川、村上、青木

    CT検診   18 ( 2 )   107 - 113   2011.08

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  • オトガイ孔の位置情報とヘッセ行列を用いた歯科CT画像からの下顎管領域の抽出 Reviewed

    黒木,三戸,金,タン,石川,田中,鬼頭,森本

    バイオメディカル・ファジィ・システム学会誌   13 ( 1 )   109 - 112   2011.06

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  • 過去・現在の胸部MDCT像セットを用いた経時的差分像技術の開発 Reviewed

    三宅,金,前田,タン,石川,村上,青木,山本

    バイオメディカル・ファジィ・システム学会誌   13 ( 1 )   73 - 80   2011.06

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  • Reduction of processing times for temporal subtraction on lung CT image employing octree algorithms Reviewed

    7 ( 5 B )   2603 - 2610   2011.05

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  • Reduction of processing times for temporal subtraction on lung CT image employing octree algorithms Reviewed

    Maeda, Kim, Itai, Tan, Ishikawa, Yamamoto

    Intl. Journal of Innovative Computing, Information and Control   7 ( 5(B) )   2603 - 2610   2011.05

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  • Development of a quantitative method for detection of motion artifact on lateral cervical spine computed radiographs using texture analysis

    21   3 - 6   2011.04

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  • Development of Temporal Subtraction Technique for Thoracic CT Images and Its DICOM Viewer with GUI

    21   22 - 25   2011.04

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  • SURF-based Spatio-Temporal History Image Method for Action Representation Reviewed

    Md. Atiqur Rahman Ahad, J.K. Tan, H. Kim, S. Ishikawa

    397 - 402   2011.03

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    USA   Alabama  

    DOI: 10.1109/ICIT.2011.5754412

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  • Registration of head ct and mr image sets based on optimal retrieval of volume of interests Reviewed

    2 ( 1 )   101 - 106   2011.02

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  • Registration of head CT and MR image sets based on optimal retrieval of volume of interests Reviewed

    Yamamura,Harada,Kim,Tan,Ishikawa,Yamamoto

    ICICIC Express Letters Part B: Applications   2 ( 1 )   101 - 106   2011.02

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  • A Method for Reduction of Subtraction Artifacts on Temporal Subtraction Images by Use of Generalized Gradient Vector Flow Technique Reviewed

    Kim,Miyake,Tan,Ishikawa,Murakami,Aoki

    Joint Meeting combining The 3rd meeting of Japanese Society of Pulmonary Functional Imaging and 5th International Workshop for Pulmonary Functional Imaging   162 - 162   2011.01

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    淡路   2011.01.27  -  2011.01.30

  • Automatic Segmentation of Liver Region from Non-contrast and Contrast CT images Employing Tree-structural Image Transformations Reviewed

    Komatsu,Li,Kim,Tan,Ishikawa,Yamamoto

    The 16th International Symposium on Artificial Life and Robotics   763 - 766   2011.01

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    別府   2011.01.27  -  2011.01.29

  • ベクトル集中度とボクセルマッチング法を用いた胸部CT画像の位置合わせ Reviewed

    三宅、金、前田、タン、石川、村上、青木

    進化計算シンポジウム2010   240 - 247   2010.12

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  • Recognizing human motions from surrounding viewpoints employing hierarchical eigenspaces Reviewed

    Eftakhar,Tan,Kim,Ishikawa

    Intl. Conf. Control, Automation, Robotics and Vision   2179 - 2184   2010.12

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    Singapore   2010.12.05  -  2010.12.08

    DOI: 10.1109/ICARCV.2010.5707401

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  • GGVFからのベクトル集中度合 を考慮した胸部CT像の経時的差分法

    三宅、金、前田、タン、石川、村上、青木、山本

    第29回SICE九州支部学術講演会   191 - 194   2010.12

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  • ヘッセ行列を用いた歯科CT画像からの下顎管領域の抽出

    黒木、金、タン、石川、田中、鬼頭、森本

    第29回SICE九州支部学術講演会   197 - 200   2010.12

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  • Active Shape Modelを用いた胸部CT画像からの心臓領域の自動抽出

    高橋、小松、李、金、タン、石川、山本

    第29回SICE九州支部学術講演会   195 - 196   2010.12

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  • 非剛体レジストレーション:画像レジストレーション法の胸部CTへの応用

    金 亨燮

    日本医用画像工学会e-ニュースレター ( 日本医用画像工学会 )   7   32 - 33   2010.12

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  • Solving boundary problem of the motion database for improved human motion recognition Reviewed

    698 - 701   2010.12

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    DOI: 10.1109/ICELCE.2010.5700789

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  • Segmentation of artery areas on none-enhanced fresh blood imaging based on dot enhancement filter and 3-D region growing method Reviewed

    493 - 496   2010.12

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  • Segmentation method for phalanges in CR image by use of DCT Reviewed

    2082 - 2085   2010.12

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  • Segmentation method for cardiac region in CT images based on active shape model Reviewed

    2074 - 2077   2010.12

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  • Modeling of human postures using stereo camera Reviewed

    1432 - 1435   2010.12

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  • Method for reduction of metal artifacts in dental CT images by use of frequency analysis Reviewed

    1271 - 1274   2010.12

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  • Human motion recognition using directional motion history images Reviewed

    1445 - 1449   2010.12

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  • Human behavior analysis with optical flow and median-filtered Temporal Motion Segmentation method Reviewed

    1022 - 1025   2010.12

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  • Detection of blood vessel regions using weighted MIP from non-enhanced MR imaging Reviewed

    2078 - 2081   2010.12

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  • A color-based particle filter for multiple objects tracking in outdoor environment Reviewed

    604 - 609   2010.12

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  • Creating an entire object model employing virtual see-through cameras Reviewed

    2504 - 2506   2010.11

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  • Viewpoint-oriented human activity recognition in a cluttered outdoor environment Reviewed

    1506 - 1511   2010.11

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  • Three-dimensional modeling of a non-rigid object employing a single camera Reviewed

    2972 - 2975   2010.11

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  • Lower-dimensional feature sets for template-based motion recognition approaches Reviewed

    6 ( 8 )   920 - 927   2010.11

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    DOI: 10.3844/jcssp.2010.920.927

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  • Method for Reduction of Metal Artifacts in Dental CT Images by Use of Frequency Analysis Reviewed

    Mito,Kim,Tan,Ishikawa,Tanaka,Morimoto

    International Conference on Control, Automation and Systems   1271 - 1274   2010.10

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    Korea   2010.10.27  -  2010.10.30

  • Segmentation Method for Phalanges in CR Image by Use of DCT Reviewed

    Hozu,Murakami,Kim,Tan,Ishikawa,Aoki

    International Conference on Control, Automation and Systems   2082 - 2085   2010.10

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    2010.10.27  -  2010.10.30

  • Detection of Blood Vessel Regions Using Weighted MIP from Non-enhanced MR Imaging Reviewed

    Koga,Yamamoto,Kim,Tan,Ishikawa

    International Conference on Control, Automation and System   2078 - 2081   2010.10

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    Korea   2010.10.27  -  2010.10.30

  • Segmentation Method for Cardiac Region in CT Images Based on Active Shape Model Reviewed

    Takahashi,Komatsu,Kim,Tan,Ishikawa,Yamamoto

    International Conference on Control, Automation and Systems   2074 - 2077   2010.10

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    Korea   2010.10.27  -  2010.10.30

  • Human Motion Recognition Using Directional Motion History Image Reviewed

    Murakami,Tan,Kim,Ishikawa

    International Conference on Control, Automation and Systems   1445 - 1449   2010.10

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    Korea   2010.10.27  -  2010.10.30

  • Medeling of Human Postures Using Stereo Camera Reviewed

    Yoshida,Tan,Kim,Ishikawa

    International Conference on Control, Automation and Systems   1432 - 1435   2010.10

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    Korea   2010.10.27  -  2010.10.30

  • 濃度・形状特徴量を用いたスリガラス状陰影の自動識別法

    塩澤,金,タン,石川

    バイオメディカル・ファジィ・システム学会第23回年次大会講演論文集   59 - 62   2010.10

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  • 異なる時期に得られる胸部MDCT画像の経時的差分像技術の開発

    三宅、金、前田、タン、石川、村上、青木、山本

    バイオメディカル・ファジィ・システム学会第23回年次大会講演論文集   55 - 58   2010.10

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  • Snakes法によるCR画像からの指骨領域の自動抽出

    山川,村上,金,タン,石川,青木

    バイオメディカル・ファジィ・システム学会第23回年次大会講演論文集   125 - 128   2010.10

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  • VTKを用いたDICOM表示用GUIの開発

    竹内,金,タン,石川,山本

    バイオメディカル・ファジィ・システム学会第23回年次大会講演論文集   75 - 76   2010.10

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  • Occlusion handling in object tracking based on particle filter approach Reviewed

    Sugandi,Kim,Tan,Ishikawa

    7th Intl. Conference & Expo on Emerging Technologies for a Smarter World   2010.09

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    Korea   2010.09.27  -  2010.09.29

  • Action recognition by employing combined directional motion history and energy images Reviewed

    73 - 78   2010.09

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    DOI: 10.1109/CVPRW.2010.5543160

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  • Segmentation of artery areas on non-enhanced fresh blood imaging based on a dot enhancement filter and the 3-D region-growing method Reviewed

    15 ( 1 )   48 - 52   2010.09

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    DOI: 10.1007/s10015-010-0764-0

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  • 胸部MDCT画像の経時差分法の開発と病変部候補領域の抽出

    金 亨燮

    立石科学技術振興財団助成研究成果集   ( 19 )   29 - 32   2010.09

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  • Detection of Candidate Regions for Lung Nodules on Temporal Subtraction Image Based on Artificial Neural Networks Reviewed

    Maeda,Kim,Tomiyama,Tan,Ishikawa,Yamamoto

    Intl. Conf. Biological and Biomedical Engineering   1037 - 1040   2010.08

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    Singapore   2010.08.25  -  2010.08.27

  • Tracking of Multiple Moving Objects Under Outdoor Environment Using Color-based Particle Filter Reviewed

    Sugandi,Kim,Tan,Ishikawa

    Proceedings of 2010 3rd IEEE International Conference on Computer Science and Information Technology   103 - 107   2010.07

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    Chaina   2010.07.09  -  2010.07.11

    DOI: 10.1109/ICCSIT.2010.5563884

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  • Detection of GGO Candidate Regions in Lung CT Images Based on Shape and Density Features

    2010.06

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    神奈川工科大学   2010.06.26  -  2010.06.27

  • Image Registration for Head CTA, MRA Using Real-Coded GA Based on Density Information

    - 32   2010.06

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  • 3次元リージョングローイングとテンプレート・マッチングを用いたCT画像からの肺臓・心臓領域の自動抽出 Reviewed

    小松,高橋,金,タン,石川,山本

    バイオメディカル・ファジィ・システム学会誌   12 ( 1 )   93 - 98   2010.05

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  • Automatic Detection of GGO Candidate Regions in Lung CT Image Employing Neural Networks Reviewed

    Kim,Katsumata,Maeda,Itai,Tan,Ishikawa

    The 3rd Annual Meeting of the Asian Association for Algorithms and Computation   5 - 5   2010.04

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    Korea   Pohang   2010.04.17  -  2010.04.19

  • 仮想透視カメラ群による物体の全周囲復元法と人動作の立体モデル化への応用 Reviewed

    タン,曽根,石川,金,四宮

    バイオメディカル・ファジィ・システム学会誌   12 ( 1 )   71 - 77   2010.04

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  • A color-based particle filter for multiple objects tracking in outdoor environment Reviewed

    Sugandi,Kim,Tan,Ishikawa

    Artificial Life and Robotics   15 ( 1 )   41 - 47   2010.04

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    DOI: 10.1007/s10015-010-0762-2

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  • Segmentation of artery areas on none-enhanced fresh blood imaging based on dot enhancement filter and 3-D region growing method Reviewed

    Yamamoto,Nishizaki,Kim,Tan,Ishikawa

    Artificial Life and Robotic   15 ( 1 )   48 - 52   2010.04

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  • Segmentation of artery areas on none-enhanced fresh blood imaging based on dot enhancement filter and 3-D region growing method Reviewed

    Yamamoto,Nishizaki,Kim,Tan,Ishikawa

    Artificial Life and Robotics   15 ( 1 )   48 - 52   2010.04

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  • Human behavior analysis with optical flow and median-filtered temporal motion segmentation method Reviewed

    Ahad,Tan,Kim,Ishikawa

    International Symposium on Artificial Life and Robotics   1022 - 1025   2010.02

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    Oita   2010.02.04  -  2010.02.06

  • Analysis of Motion Self-Occlusion Problem Due to Motion Overwriting for Human Activity Recognition Reviewed

    Ahad,Tan,Kim,Ishikawa

    Journal of Multimedia   5 ( 1 )   36 - 46   2010.02

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    DOI: 10.4304/jmm.5.1

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  • 局所的接続要素のマッチング法による経時的差分像上のアーチファクトの低減

    板井、金、石川、桂川

    第2回呼吸機能イメージング研究会学術集会抄録集   69   2010.01

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  • Automatic detection of GGO candidate regions by using density and shape features Reviewed

    6 ( 1 )   255 - 262   2010.01

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  • Human motion recognition using directional motion history images Reviewed

    1512 - 1514   2010.01

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  • Automatic detection of GGO candidate regions by using density and shape features Reviewed

    Kim,Katsumata,Itai,Tan,Ishikawa

    International Journal of Innovative Computing, Information and Control   6 ( 1 )   255 - 262   2010.01

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  • Development of a voxel matching technique for substantial reduction of subtraction artifacts in temporal subtraction images obtained from thoracic MDCT Reviewed

    Itai,Kim,Ishikawa,Katsuragawa,Doi

    Journal of Digital Imaging   23 ( 1 )   31 - 38   2010.01

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    DOI: 10.1007/s10278-008-9169-1

    Kyutacar

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  • A simple approach for low-resolution activity recognition Reviewed

    Md. Atiqur Rahman Ahad,Tan,Kim,Ishikawa

    Intl. Journal for Computational Vision and Biomechanics   3 ( 1 )   2010.01

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  • Automatic detection and tracking of moving object employing a particle filter Reviewed

    Sugandi,Kim,Tan,Ishikawa

    International Conference on Innovative Computing, Information and Control   5 pages   2009.12

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    Taiwan ROC   Kaohsiung   2009.12.07  -  2009.12.09

  • Automatic detection of lung nodules in temporal subtraction image by use of shape and density features Reviewed

    Miyake,Kim,Itai,Tan,Ishikawa,Katsuragawa

    International Conference on Innovative Computing, Information and Control   4 pages   2009.12

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    Taiwan ROC   2009.12.07  -  2009.12.09

  • Development of registration method for head CTA and MRA images based on 2-D projection image Reviewed

    Horita,Harada,Kim,Tan,Ishikawa,Yamamoto

    ICIC Express Letters   3 ( 4 )   957 - 962   2009.12

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  • Automatic classification of GGO regions employing linear discriminant function from the thoracic CT images Reviewed

    Shiozawa,Kim,Tan,Ishikawa

    ICIC Express Letters   3 ( 4 )   963 - 968   2009.12

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  • 3次元リージョングローイングとテンプレート・マッチングを用いたCT画像からの肺臓・心臓領域の自動抽出

    高橋、小松、金、タン、石川、山本

    第28回SICE九州支部学術講演会   213 - 214   2009.11

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  • 歯科用CT画像からのメタルアーチファクトの低減法と画像ビュアの開発

    木塚、三戸、金、タン、石川、田中、森本

    第28回SICE九州支部学術講演会   217 - 218   2009.11

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  • CR画像からの指骨の経時変化の抽出法

    保都、村上、片岡、金、タン、石川

    第28回SICE九州支部学術講演会   205 - 206   2009.11

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  • An image registration method for head CT and MR imaging based on optimal retrieval Reviewed

    Yamamura,Kim,Tan,Ishikawa,Yamamoto

    International Journal of Innovative Computing, Information and Control   5 ( 11 )   4249 - 4254   2009.11

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  • Detection of GGO candidate regions by using edge enhancement filter and statistical features Reviewed

    Kim,Syed,Tan,Ishikaw

    International Journal of Innovative Computing, Information and Control   5 ( 11 )   4267 - 4274   2009.11

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  • 関心領域の細分化による胸部CT画像からの高速な経時差分画像の生成法

    前田, 金, タン, 石川, 山本

    バイオメディカル・ファジィ・システム学会第22回年次大会講演論文集   179 - 182   2009.10

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  • 3D region growing法を用いた非造影MR画像からの血管領域の自働抽出

    山本,西崎,金,タン,石川

    バイオメディカル・ファジィ・システム学会第22回年次大会講演論文集   191 - 194   2009.10

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  • A moving object tracking based on color information employing a particle filter algorithm Reviewed

    Sugandi,Kim,Tan,Ishikawa

    Artificial Life and Robotics   14 ( 1 )   39 - 42   2009.10

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  • A particle filter with adaptive model for object tracking Reviewed

    Sugandi,Kim,Tan,Ishikawa

    SICE International Conference 2009   6 pages   2009.08

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    Fukuoka   2009.08.18  -  2009.08.21

  • Human activity analysis: Concentrating on motion history image and its variants Reviewed

    Ahad.,Tan,Kim,Ishikawa

    SICE International Conference 2009   5401 - 5406   2009.08

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    Fukuoka   2009.08.18  -  2009.08.21

  • Entire 3-d modeling of an object by surround cameras Reviewed

    Sone,Tan,Kim,Ishikawa

    SICE International Conference 2009   4011 - 4014   2009.08

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    Fukuoka   2009.08.18  -  2009.08.21

  • Robust human motion recognition employing adaptive database structure Reviewed

    Eftakhar,Tan,Kim,Ishikawa

    SICE International Conference 2009   3989 - 3994   2009.08

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    Fukuoka   2009.08.18  -  2009.08.21

  • Recovering 3-D shape of a non-rigid object by a single mobile camera Reviewed

    Horinouchi,Tan,Kim,Ishikawa

    SICE International Conference 2009   3846 - 3849   2009.08

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    Fukuoka   2009.08.18  -  2009.08.21

  • Detecting pedestrians from a video by streo cameras Reviewed

    Inumaru,Tan,Kim,Ishikawa

    SICE International Conference 2009   663 - 666   2009.08

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    Fukuoka   2009.08.18  -  2009.08.21

  • Reduction of processing times for temporal subtraction from the thoracic MDCT image employing octree algorithms Reviewed

    Maeda,Kim,Itai,Tan,Ishikawa,Yamamoto

    6th International Symposium on Management Engineering 2009   6 pages   2009.08

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    Chaina   Dalian   2009.08.05  -  2009.08.07

  • 構造マッチング法による胸部CT画像からの結節状陰影の検出

    板井、金、石川、桂川

    第28回日本医用画像工学会大会抄録集   2009.08

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  • 2次元投影画像を用いたCTA・MRA画像からの頭部の位置合わせ法

    堀田、原田、金、タン、石川、山本

    第28回日本医用画像工学会大会抄録集   2009.08

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  • ニューラルネットワークによる経時的差分技術を利用した胸部CT画像からの結節状陰影の自動抽出法

    三宅、板井、金、タン、石川、桂川

    第28回日本医用画像工学会大会抄録集   2009.08

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  • エッジ情報に基づく頭部MR・CT画像の位置合わせ

    原田、金、タン、石川、山本

    第25回ファジィシステムシンポジウム講演論文集CD-ROM   2009.07

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  • Automatic detection of GGO in lung images by using statistical features and neural networks Reviewed

    Kim,Katsumata,Tan,Ishikawa

    The 24th International Technical Conference on Circuits/Systems, Computers and Communitions   705 - 708   2009.07

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    Korea   Jeju   2009.07.05  -  2009.07.08

  • Automatic Detection of Spinal Deformity Based on Statistical Features from the Moire Topographic Images Reviewed

    Kim,Tan,Ishikawa,Shinomiya

    International Journal of Computing   8 ( 1 )   72 - 78   2009.07

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  • A color features-based method for object tracking employing a particle filter algorith Reviewed

    Sugandi,Kim,Tan,Ishikawa

    2nd Global Conference on Power Control & Optimization   206 - 211   2009.06

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    Indonesia   Bali   2009.06.01  -  2009.06.03

  • Temporal Motion Recognition and Segmentation Approach Reviewed

    Ahad,Tan,Kim,Ishikawa

    Int. J. of Imaging Systems and Technology   19 ( 2 )   91 - 99   2009.06

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  • Human Motion Recognition Employing Large Motion-Database Structure Reviewed

    Ashik Eftakhar,Tan,Kim,Ishikaw

    International Journal of Advanced Computer Engineering   2 ( 1 )   17 - 23   2009.06

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  • 仮想透視カメラ群を用いた立体の全周形状一括復元 Reviewed

    守、曽根、タン、金、石川

    バイオメディカル・ファジー・システム学会誌   11 ( 1 )   17 - 22   2009.06

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  • Real Time Tracking and Identification of Moving Persons by Using a Camera in Outdoor Environments Reviewed

    Sugandi,Kim,Tan,Ishikawa

    International Journal of Innovative Computing, Information and Control   5 ( 5 )   1179 - 1188   2009.05

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  • Media-Art Employing Virtual Shadows with Shape Recognition Reviewed

    Hashimoto,Tan,Kim,Ishikawa

    International Journal of Innovative Computing, Information and Control   5 ( 3 )   601 - 607   2009.03

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  • 大学/研究室/研究会紹介九州工業大学大学院聞か知能工学専攻知能制御工学講座 画像処理研究室の紹介

    金 亨燮

    画像通信   32 ( 1 )   63 - 64   2009.03

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  • Automatic detection of blood vessels from CTA images employing morphological operation Reviewed

    Itai,Yamamoto,Kim,Tan,Ishikawa

    Artificial Life and Robotics   13 ( 2 )   428 - 433   2009.02

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    Kyutacar

  • Performance analysis on an efficient human motion database with various motion representations Reviewed

    Ashik,Tan,Kim,Ishikawa

    ICCIT2008   2008.12

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    Bangladesh   2008.12  -  2008.12

  • Action recognition with various speeds and timed-DMHI feature vectors Reviewed

    Ahad,Tan,Kim,Ishikawa

    ICCIT2008   2008.12

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    Bangladesh   2008.12  -  2008.12

  • Solutions to motion self-occlusion problem in human activity analysi Reviewed

    Ahad,Tan,Kim,Ishikawa

    ICCIT2008   2008.12

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    Bangladesh   2008.12  -  2008.12

  • Reduction of FPs for Lung Nodules in MDCT by Use of Temporal Subtraction with Voxel-Matching Technique Reviewed

    Itai,Kim,Ishikawa,Katsuragawa,Doi

    Intennational Conference on Neural Infomation Processing   2008.11

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    New Zealand   Auk   2008.11.25  -  2008.11.28

  • Face direction estimation based on eigen space technique Reviewed

    Okubo,Sugandi,Kim,Tan,Ishikawa

    International Conference on Control, Automation and Systems   1264 - 1267   2008.10

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    Korea   Seoul   2008.10.14  -  2008.10.17

  • Detection of blood vessels on CTA images of the legs Reviewed

    Kozono,Yamamoto,Itai,Kim,Tan,Ishikawa

    International Conference on Control, Automation and Systems 2008   1276 - 1279   2008.10

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    Korea   2008.10.14  -  2008.10.17

  • Optimal registration method based on ICP algorithm from head CT and MR image sets Reviewed

    Harada,Kim,Tan,Ishikawa,Yamamoto

    International Conference on Control, Automation and Systems 2008   1268 - 1271   2008.10

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    Korea   2008.10.14  -  2008.10.17

  • Segmentation of internal organs based on active contour models from CT images Reviewed

    Kizuka,Kim,Tan,Ishikawa,Yamamoto

    International Conference on Control, Automation and Systems 2008   1272 - 1275   2008.10

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    Korea   2008.10.14  -  2008.10.17

  • uman Activity Recognition: Various Paradigms Reviewed

    Ahad,Tan,Kim,Ishikawa

    International Conference on Control, Automation and Systems 2008   1896 - 1901   2008.10

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    Korea   2008.10.14  -  2008.10.17

  • Extraction of multi organs by use of level set method from the CT images Reviewed

    Komatsu,Kim,Tan,Ishikawa,Yamamot

    International Conference on Control, Automation and Systems 2008   1260 - 1263   2008.10

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    Korea   2008.10.14  -  2008.10.17

  • 可変証明下における逐次更新型色ヒストグラムを用いた適応的色抽出とそれを用いた人物の追跡 Reviewed

    上村、タン、金、石川

    バイオメディカル・ファジー・システム学会誌   10 ( 2 )   47 - 54   2008.10

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    主要雑誌

  • 濃度特徴を用いた胸部MDCT像からのスリガラス状陰影の自動抽出 Reviewed

    金、板井、タン、石川

    バイオメディカル・ファジー・システム学会誌   10 ( 2 )   57 - 63   2008.10

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    主要雑誌 代表的研究業績

  • 包囲カメラ群を用いた立体の全周復元法 Reviewed

    守、曽根、タン、金、石川

    バイオメディカル・ファジー・システム学会誌   10 ( 2 )   39 - 45   2008.10

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    主要雑誌

  • 濃度特徴を用いた胸部CT画像からのGGOの自動抽出 Reviewed

    勝間田、板井、前田、金、タン、石川

    バイオメディカル・ファジー・システム学会誌   10 ( 2 )   81 - 86   2008.10

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    主要雑誌 代表的研究業績

  • FBI法による非造影MR画像からの血管領域の抽出と3次元表示 Reviewed

    山本、西﨑、金、タン、石川、中村

    バイオメディカル・ファジー・システム学会誌   10 ( 2 )   73 - 79   2008.10

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    主要雑誌 代表的研究業績

  • 3次元Elastic matching 法による腹部CT像からの血管領域の自動抽出法 Reviewed

    小松、金、石川、タン、山本

    バイオメディカル・ファジー・システム学会誌   10 ( 2 )   65 - 72   2008.10

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    主要雑誌 代表的研究業績

  • Three-dimensional information projection system using a hand-held screen Reviewed

    Hashimoto,Tan,Kim,Ishikawa

    Proc. 2008 IEEE Int. Conf. Systems, Man and Cybernetics SMC2008   1385 - 1389   2008.10

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    Singapore   2008.10.14  -  2008.10.14

  • Template-based human motion recognition for complex activities Reviewed

    Ahad,Ogata,Tan,Kim,Ishikawa

    Proc. 2008 IEEE Int. Conf. Systems, Man and Cybernetics   673 - 678   2008.10

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    Singapore   2008.10.13  -  2008.10.13

  • 産学連携によるコンピュータ画像診断支援システムの開発

    金 亨燮

    第42回北九州医工学術者協会会議講演発表   2008.10

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  • Motion recognition approach to solve overwriting in complex actions Reviewed

    Ahad,Ogata,Tan,Kim,Ishikawa

    Proc. 8th Int. Conf. Automatic Face and Gesture Recognition (IEEE FG2008)   2008.09

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    Netherlands   2008.09.17  -  2008.09.19

  • ICP法を用いた頭部CT・MR画像の位置合わせ Reviewed

    原田,金,タン,石川,山村,山本

    Medical Imaging Technology   26 ( 4 )   246 - 250   2008.09

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    主要雑誌 代表的研究業績

  • 経時的差分画像を用いたCT画像からの結節状陰影の検出 Reviewed

    板井,金,石川,桂川,土井

    Medical Imaging Technology   26 ( 4 )   217 - 224   2008.09

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    主要雑誌 代表的研究業績

  • A simple real-time approach for action separation into action primitives Reviewed

    Ahad,Uemura,Tan,Kim,Ishikawa

    Proc. 1st Intl. Workshop Tracking Humans for the Evaluation of heir Motion in Image Sequences   69 - 78   2008.09

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    2008.09.05  -  2008.09.05

  • Moment-based human motion recognition from the representation of DMHI templates Reviewed

    Ahad.,Ogata.,Tan.,Kim.,Ishikawa

    SICE Annual Conference   578 - 583   2008.08

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    2008.08.20  -  2008.08.22

  • An efficient approach to human motion recognition employing large motion-database structure Reviewed

    Ashik.,Tan.,Kim.,Ishikawa

    Proc. of SICE Annual Conference   2239 - 2243   2008.08

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    2008.08.20  -  2008.08.22

  • Recognizing facial expression for man-machine interaction Reviewed

    Hirata,Tan,Kim,Ishikawa

    SICE International Conference 2009   1621 - 1624   2008.08

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    Fukuoka   2008.08.18  -  2008.08.21

  • A Complex Motion Recognition Technique Employing Directional Motion Templates Reviewed

    Ahad,Ogata,Tan,Kim,Ishikawa

    International Journal of Innovative Computing, Information and Control   4 ( 8 )   1943 - 1954   2008.08

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  • Automatic Detection of Spinal Deformity by Use of Density Features from Moire Topographic Image Reviewed

    Kim,Nakano,Tan,Ishikawa,Shinomiya

    Intl. Conference Computer Graphics and Visualization 2008   239 - 243   2008.07

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    Netherland   アムステルダム   2008.07.22  -  2008.07.27

  • Automatic Detection of Multi Organs on the CT Images Using the Ribs Information and a Level Set Method Reviewed

    Komatsu,Toyota,Kim,Tan,Ishikawa,Yamamoto

    International Technical Conference on Circuits/Systems, Computers and Communitions   5 - 8   2008.07

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    下関   2008.07.06  -  2008.07.09

  • Real Time Object Tracking and Identification Using a Camera Reviewed

    Budi,Kim,Tan,Ishikawa

    International Technical Conference on Circuits/Systems, Computers and Communitions   1585 - 1588   2008.07

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    下関   2008.07.06  -  2008.07.09

  • A Method for Reducing of Computational Time on Multi-Modal Image Registration Employing Wavelet Transformation from a Set of Head CT and MR Imaging Reviewed

    Yamamura,Kim,Tan,Ishikawa,Yamamoto

    The International Journal of Innovative Computing, Information and Control   4 ( 7 )   1527 - 1536   2008.07

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  • Automatic Detection of GGO Candidate Regions by Using Artificial Neural Network from Thoracic MDCT Images Reviewed

    Katsumata,Itai,Kim,Tan,Ishikawa

    International Conference on Innovative Computing, Information and Control (ICICIC2008)   5 - 5   2008.06

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    Chaina   Dalian   2008.06.18  -  2008.06.20

  • A multi modal image registration method by use of optimal retrieval on the VOIs Reviewed

    Yamamura,Kim,Tan,Ishikawa,Yamamoto

    International Conference on Innovative Computing, Information and Control (ICICIC2008)   4 - 4   2008.06

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    Chaina   Dalian   2008.06.18  -  2008.06.20

  • A block matching technique for object tracking employing peripheral increment sign correlation image Reviewed

    Sugandi,Kim,Tan,Ishikawa

    International Conference on Computer and Communication Engineering   113 - 117   2008.05

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    Malaysia   Kuala Lumpur   2008.05.13  -  2008.05.15

  • Human motions representation and recognition by directional motion history images Reviewed

    Fukumoto,Ogata,Tan,Kim,Ishikawa

    13 ( 1 )   326 - 330   2008.04

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  • Motion capture employing an uncalibrated camera Reviewed

    Tan,Ishikawa,Kouno,Ohbuchi,Kim

    Artificial Life and Robotics   13 ( 1 )   311 - 314   2008.04

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  • Motion capture employing an uncalibrated camera Reviewed

    Tan,Ishikawa,Kouno,Ohbuchi,Kim

    Artificial Life & Robotics   13 ( 1 )   311 - 314   2008.04

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  • Human motion representation and recognition by directional motion history images Reviewed

    Fukumoto,Tan,Kim,Ishikawa

    Artificial Life & Robotics   13 ( 1 )   326 - 330   2008.04

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  • Complex motion separation and recognition using directional motion templates Reviewed

    Ahad,Ogata,Tan,Kim,Ishikawa

    Intl. Workshop on Combinatorial Image Processing   73 - 82   2008.04

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    America   2008.04  -  2008.04

  • 胸部CTのテンポラルサブトラクション

    金 亨燮

    日本放射線技術学会画像分科会画像通信   31 ( 1 )   41 - 44   2008.04

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    代表的研究業績

  • View-based human motion recognition in the presence of outliers Reviewed

    Ahad,Ogata,Tan,Kim,Ishikawa

    International Journal of Biomedical Soft Computing and Human Science   13 ( 1 )   71 - 78   2008.03

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  • A New Registration Method with Voxel-Matching Technique for Temporal Subtraction Image Reviewed

    Itai,Kim,Ishikawa,Katsuragawa,Doi

    Proc. of SPIE Medical Imaging 2008: Computer-Aided Diagnosis   2008.02

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    America   2008.02.16  -  2008.02.21

  • Entire shape recovery employing virtual see-through cameras Reviewed

    Mori,Sone,Tan,Kim,Ishikawa

    International Symposium on Artificial Life and Robotics   577 - 580   2008.02

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    別府   2008.02.05  -  2008.02.07

  • Three-dimensional human motion modeling by back projection based on image-based camera calibration Reviewed

    Masaoka,Tan,Kim,Ishikawa

    International Symposium on Artificial Life and Robotics   734 - 737   2008.02

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    別府   2008.02.05  -  2008.02.07

  • Automatic Detection of Blood Vessels from CTA Images Employing Morphological Operation Reviewed

    Itai,Yamamoto,Kim,Tan,Ishikawa

    International Symposium on Artificial Life and Robotics   215 - 218   2008.02

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    別府   2008.01.31  -  2008.02.02

  • MRRF法を用いた複雑背景下における人物の姿勢認識 Reviewed

    大場,タン,金,石川

    バイオメディカル・ファジー・システム学会誌   10 ( 1 )   51 - 57   2008.02

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  • 高速な3次元物体復元法の開発 Reviewed

    松田,タン,金,石川

    バイオメディカル・ファジー・システム学会誌   10 ( 1 )   58 - 64   2008.02

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  • アフィンカメラモデルに基づく逆投影を用いた物体の立体モデル化 Reviewed

    正岡,タン,金,石川

    バイオメディカル・ファジー・システム学会誌   10 ( 1 )   122 - 125   2008.02

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  • 左右非対称の特徴を用いたモアレ画像からの脊柱側彎症自動識別 Reviewed

    金,タン,石川,大塚,清水,四宮

    画像電子学会   36   2008.01

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    主要雑誌 代表的研究業績

  • Tracking of Moving Persons using Multi-camera Employing Peripheral Increment Sign Correlation Image Reviewed

    Budi,Kim,Tan,Ishikawa

    ICIC Express Letters, An International Journal of Research and Surveys   1 ( 2 )   177 - 184   2007.12

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  • Comparative analysis between two view-based methods: MHI and DMHI Reviewed

    Ahad,M.A.R.,Ogata,T.,Tan,J.K.,Kim,H.S.,Ishikawa,S.

    Proc. of ICCIT   2007.12

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    2007.12.25  -  2007.12.25

  • An Image Warping Method for Temporal Subtraction Images Employing Smoothing of Shift Vectors on MDCT Images Reviewed

    Itai,Kim,Ishikawa,Katsuragawa,Ishida,Kawashita,Awai,Doi

    Intennational Conference on Neural Infomation Processing   2007.11

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    北九州   2007.11.13  -  2007.11.16

  • 3次元画像マッチング手法による胸部マルチスライスCT画像を用いた経時差分技術の開発 Reviewed

    板井,金,石川,桂川,石田,川下,粟井

    画像電子学会   36   2007.11

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  • 胸部MDCT画像からの経時差分画像上のアーチファクトの低減法 Reviewed

    前田,板井,金,石川,桂川

    Medical Imaging Technology   25 ( 5 )   399 - 403   2007.11

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    主要雑誌 代表的研究業績

  • A smart automated complex motion recognition technique Reviewed

    Ahad,M.A.R.,Ogata,T.,Tan,J.K.,Kim,H.S.,Ishikawa,S.

    Proc. of ACCV WS   142 - 149   2007.11

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    2007.11  -  2007.11

  • Performance of multi-directional MHI for human motion recognition in the presence of outliers Reviewed

    Ahad,M.A.R.,Ogata,T.,Tan,J.K.,Kim,H.S.,Ishikawa,S.

    Proc. of the 33rd Annual Conf. of the IEEE Industrial Society (IECON)   2366 - 2370   2007.11

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    Taiwan   2007.11  -  2007.11

  • Recognizing Human Postures in a Complex Background Employing MRRF Method Reviewed

    Ooba,Tan,Kim,Ishikawa

    International Conference on Control, Automation and Systems 2007   1159 - 1162   2007.10

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    Korea   ソウル   2007.10.17  -  2007.10.20

  • An Automatic Detection Method of Spinal Deformity from Moire Topographic Images Employing Asymmetric Degree of Shoulder and Waistline Reviewed

    Tanoue,Nakano,Kim,Tan,Ishikawa,Otsuka,Shimizu,Shinomiya

    International Conference on Control, Automation and Systems 2007   1282 - 1285   2007.10

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    Korea   2007.10.17  -  2007.10.20

  • A Method for Reducing of Computational Time on Image Registration Employing Wavelet Transform Reviewed

    Yamamura,Kim,Tan,Ishikawa,Yamamoto

    International Conference on Control, Automation and Systems 2007   1286 - 1291   2007.10

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    Korea   Seoul   2007.10.17  -  2007.10.20

  • Development of an Autonomous Robot for Face Tracking Reviewed

    Nishina,Tan,Kim,Ishikawa

    International Conference on Control, Automation and Systems 2007   1178 - 1181   2007.10

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    Korea   ソウル   2007.10.17  -  2007.10.20

  • A 3-D Visualization Method for Non-enhanced Fresh Blood Imaging on MR Imaging Employing a 3-D Region Growing Technique Reviewed

    Nishizaki,Yamamoto,Kim,Ishikawa,Nakamura

    International Conference on Control, Automation and Systems 2007   1292 - 1295   2007.10

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    Korea   ソウル   2007.10.17  -  2007.10.20

  • Automatic Detection of GGO Candidate Regions Employing Four Statistical Features on Thoracic MDCT Image Reviewed

    Katsumata,Itai,Maeda,Kim,Tan,Ishikawa

    International Conference on Control, Automation and Systems 2007   1278 - 1281   2007.10

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    Korea   ソウル   2007.10.17  -  2007.10.20

  • Development of a Fast 3-D Object Reconstruction Technique Reviewed

    Matsuda,Tan,Kim,Ishikawa

    International Conference on Control, Automation and Systems 2007   2303 - 2306   2007.10

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    Korea   ソウル   2007.10.17  -  2007.10.20

  • Automatic Detection of Ground Glass Opacity from the Thoracic MDCT Images by Using Density Features Reviewed

    Kim,Nakashima,Itai,Maeda,Tan,Ishikawa

    International Conference on Control, Automation and Systems 2007   1274 - 1277   2007.10

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    Korea   2007.10.17  -  2007.10.20

  • Detection of blood vessels on the abdominal CT images employing elastic matching technique Reviewed

    Komatsu,Itai,Kim,Yamamoto,Ishikawa

    The first International Symposium on Information and Computer Elements   239 - 242   2007.09

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    北九州   2007.09.12  -  2007.09.14

  • Directional Motion Templates: New Appearance-based Recognition Method Reviewed

    Ahad,Ogata,Tan,Kim,Ishikawa

    The first International Symposium on Information and Computer Elements   303 - 308   2007.09

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    北九州   2007.09.12  -  2007.09.14

  • Tracking of moving persons using multi camera under the network environment Reviewed

    Budi,Yamamoto,Kim,Tan,Ishikawa

    The first International Symposium on Information and Computer Elements   309 - 314   2007.09

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    北九州   2007.09.12  -  2007.09.14

  • Tracking of Moving Object by Using a Low Resolution Image Reviewed

    Budi Sugandi,Kim,Tan,Ishikawa

    The Second International Conference on Innovative Computing, Information and Control   4 - 4   2007.09

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    熊本   2007.09.05  -  2007.09.07

  • A media-art employing virtual shadows with shape recognition Reviewed

    Hashimoto,Tan,Kim,Ishikaw

    The Second International Conference on Innovative Computing, Information and Control   A07-06   4 - 4   2007.09

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    熊本   2007.09.05  -  2007.09.07

  • Robust human motion recognition based on multi-directional motion representation Reviewed

    Ahad,Ogata,Tan,Kim,Ishikawa

    The Second International Conference on Innovative Computing, Information and Control   B10-08   4 - 4   2007.09

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    熊本   2007.09.05  -  2007.09.07

  • モーションデータベースを用いた人の動作の高速認識 Reviewed

    タン、河野、石川、金、四宮

    画像電子学会誌   36 ( 5 )   738 - 746   2007.09

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  • 胸部CT画像上の経時差分画像の生成法-遺伝的アルゴリズムを用いた局所シフトベクトルの導出-

    板井,前田,金,石川,桂川

    九工大サテライトベンチャービジネスラボラトリ年報   11   69 - 72   2007.09

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  • 立体モデル化と複合現実感の技法を用いた遮蔽空間の可視化

    石川,金,タン,橋本

    九工大サテライトベンチャービジネスラボラトリ年報11号   11   33 - 36   2007.09

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  • Ground-Glass Opacity Detection by Using Correlation between Successive Slice Images Reviewed

    Kim,Maekado,Tan,Ishikawa,Tsukuda

    International Journal on Artificial Intelligence Tools   16 ( 4 )   583 - 592   2007.08

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  • 複合現実感と3次元モデル化を用いた遮蔽空間の可視化 Reviewed

    橋本、タン、金、石川

    バイオメディカル・ファジー・システム学会誌   9 ( 1 )   43 - 51   2007.07

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  • 経時差分法を用いた腹部CT画像上の血管領域の抽出 Reviewed

    小松,金,山本,タン,石川

    バイオメディカル・ファジー・システム学会誌   9 ( 1 )   11 - 17   2007.07

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  • Automatic Classification of Spinal Deformity by Using Four Symmetrical Features on the Moire Images Reviewed

    Kim,Nakano,Tan,Ishikawa,Otsuka,Shimizu,Shinomiya

    International Conference on Informatics in Control, Automation and Robotics   99 - 106   2007.05

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    France   2007.05.08  -  2007.05.13

  • A segmentation method of lung areas by using SNAKES and automatic detection of abnormal shadow on the areas Reviewed

    Itai,Kim,Ishikawa,Yamamoto,Nakamura

    The International Journal of Innovative Computing, Information and Control   3 ( 2 )   277 - 284   2007.04

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  • 3D temporal subtraction on multislice CT images using nonlinear warping technique Reviewed

    Ishida,Katsuragawa,Kawashita,Kim,Itai,Awai,Li,Doi

    Proc. of SPIE Medical Imaging 2007: Computer-Aided Diagnosis   6514   651431.1 - 6514631.8   2007.02

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    America   サンディアゴ   2007.02  -  2007.02

  • Development of temporal subtraction multislice CT images by using a 3D local matching with a genetic algorithm Reviewed

    Itai,Kim,Ishikawa,Katsuragawa,Ishida,Doi

    Radiological Society of North America   779 - 779   2006.12

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    America   Chicago   2006.11.26  -  2006.12.01

  • Automatic Judgment of Spinal Deformity Based on Back Propagation on Neural Network Reviewed

    Kim,Tan,Ishikawa,Khalid,Ohtsuka,Shimizu,Shinomiya

    The International Journal of Innovative Computing, Information and Control   2 ( 6 )   1271 - 1279   2006.12

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  • A method for image registration by maximization of mutual information Reviewed

    Yamamura,Kim,Yamamoto

    SICE-ICASE International Joint Conference 2006   1469 - 1472   2006.10

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    Korea   Busan   2006.10.18  -  2006.10.21

  • Detection of blood vessel on the abdominal CT images employing temporal subtraction method Reviewed

    Komatsu,Maeda,Kim,Yamamoto,Okuda

    SICE-ICASE International Joint Conference 2006   1473 - 1476   2006.10

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    Korea   Busan   2006.10.18  -  2006.10.21

  • Automatic segmentation of liver region employing rib cage and its 3-D displaying Reviewed

    Maeda,Komatsu,Kim,Yamamoto,Okuda

    SICE-ICASE International Joint Conference 2006   1465 - 1468   2006.10

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    Korea   Busan   2006.10.18  -  2006.10.21

  • Automatic Detection of Ground-Glass Opacity Shadows by Three Characteristics on MDCT Images Reviewed

    Kim,Mori,Itai,Ishikawa,Yamamoto,Nakamura

    World Congress on Medical Physics and Biomedical Engineering 2006   2196 - 2199   2006.09

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    Korea   ソウル   2006.08.27  -  2006.09.01

  • Spinal deformity detection from moire topographic image based on evaluating asymmetric degree Reviewed

    Kim,Ushijima,Tan,Ishikawa,Otsuka,Shimizu,Shinomiya

    World Congress on Medical Physics and Biomedical Engineering 2006   2192 - 2195   2006.09

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    Korea   ソウル   2006.08.27  -  2006.09.01

  • 3-D Elastic Matching Technique for Temporal Subtraction Employing Thorax MDCT Images Reviewed

    Itai,Kim,Ishikawa,Katsuragawa,Ishida,Kawashita,Awai,Li,Doi

    World Congress on Medical Physics and Biomedical Engineering 2006   2188 - 2191   2006.09

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    Korea   2006.08.27  -  2006.09.01

  • 2次元投影像を用いた相互情報量に基づく3次元頭部CT,MR画像の位置合わせ Reviewed

    山村,金,石川,山本

    Medical Imaging Technology   24 ( 4 )   294 - 299   2006.09

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  • Temporal subtraction on 3D CT images by using nonlinear image warping technique Reviewed

    Ishida,Katsuragawa,Kawashita,Kim,Itai,Awai,Li,Doi

    International Journal of Computer Assisted Radiology and Surgery   468 - 468   2006.07

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    大阪   2006.06.28  -  2006.07.01

  • 胸部CT像からのスライス間相関を用いたスリガラス状陰影の自動抽出 Reviewed

    金,前門,タン,石川,佃

    画像電子学会   35 ( 2 )   110 - 116   2006.03

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  • 胸部CT画像における経時的サブトラクション

    桂川、石田、川下、金、板井、粟井、土井

    文部科学省科学研究費補助金特定領域研究「多次元医用画像の知的診断支援」第3回シンポジウム論文集   123 - 130   2006.01

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  • 胸部CT画像における経時的サブトラクション

    桂川,石田,川下,金,板井,粟井,土井

    文部科学省科学研究費補助金特定領域研究「多次元医用画像の知的診断支援」第3回シンポジウム論文集   123 - 130   2006.01

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  • Automatic Extraction of Ground-Glass Opacity Shadows on CT Images of the Thorax by Correlation between Successive Slices Reviewed

    Kim,Maekado,Tan,Ishikawa,Tsukuda

    IEEE International Conference on Tools with Artificial Intelligence   607 - 612   2005.11

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    China   香港   2005.11.14  -  2005.11.16

  • Automatic segmentation of lung areas based on SNAKES and extraction of abnormal areas Reviewed

    Itai,Kim,Ishikawa,Katsuragawa,Nakamura,Yamamoto

    IEEE International Conference on Tools with Artificial Intelligence   377 - 381   2005.11

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    China   香港   2005.11.14  -  2005.11.16

  • Automatic extraction of abnormal areas on CT images of the lung regions Reviewed

    Itai,Komatsu,Kim,Ishikawa,Katsuragawa,Nakamura,Yamamoto

    International Symposium on Advanced Intelligent Systems   390 - 393   2005.10

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    Korea   2005.09.28  -  2005.10.01

  • Extraction of the liver region on the abdominal CT image employing temporal subtraction method Reviewed

    Komatsu,Itai,Kim,Ishikawa,Katsuragawa,Okuda,Yamamoto

    International Symposium on Advanced Intelligent Systems   400 - 403   2005.10

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    Korea   2005.09.28  -  2005.10.01

  • 胸部MDCT像からの肺野領域のセグメンテーションとスライス間ボクセル密度計測による病巣部候補領域の自動抽出 Reviewed

    板井,金,石川,桂川,中村,山本

    バイオメディカル・ファジー・システム学会誌   7 ( 1 )   33 - 40   2005.10

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    代表的研究業績

  • ステガノグラフィによるDICOM画像の埋め込み

    金, 大西, 石川, 桂川, 新見, 山本

    信学技報   MI2005-36   31 - 34   2005.09

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  • Spinal Deformity Detection Employing Back Propagation on Neural Network Reviewed

    Kim,Tan,Ishikawa,Khalid,Max Viergever,Otsuka,Shinomiya

    International Conference on Advances in Pattern Recognition   719 - 725   2005.08

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    English   Bath   2005.08.22  -  2005.08.25

  • 肺野領域内の病変部候補領域の自動抽出と評価

    板井,小松,金,石川,中村,山本

    第32回北九州医工学術者協会誌   16   75 - 76   2005.06

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  • 可動モーションキャプチャ法を用いた負荷歩行のモデル化

    タン,野田,倪,金,石川

    第32回北九州医工学術者協会誌   16   69 - 70   2005.06

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  • 経時差分を用いた腹部CT画像上の領域抽出と3次元表示

    小松,板井,金,石川,桂川,奥田,山本

    第32回北九州医工学術者協会誌   16   71 - 74   2005.06

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  • Segmentation of Lung Area and Extraction of Abnormal Area on CT Images of the Thorax Reviewed

    Mori,Kim,Ishikawa,Nakamura,Yamoto

    The 30th Annual Conference of the IEEE Industrial Electronics Society   2004.11

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    韓国   Pusan   2004.11.02  -  2004.11.06

  • Automatic Spinal deformity Detection Based on Asymmetric Degree of Moire Topographic Images Reviewed

    Ushjima,Kim,Ishikawa,Otsuka,Shimizu,Nakada,Shinomiya

    The 30th Annual Conference of the IEEE Industrial Electronics Society   2004.11

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    韓国   Pusan   2004.11.02  -  2004.11.06

  • Automatic extraction of liver regions and classification of liver cirrhosis from the abdominal CT images Reviewed

    Kim,Honda,Ishikawa,Okuda,Yamamoto,Shigehiko Katsuragawa,Max A. Viergever

    The 30th Annual Conference of the IEEE Industrial Electronics Society   2004.11

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    韓国   Pusan   2004.11.02  -  2004.11.06

  • Scoliosis Detection Based on Difference of Apexes Position and Angle on Moire Topographic Images Reviewed

    Hyoungseop Kim,Hideki Ushijima,Seiji Ishikawa,Yoshinori Otsuka,Hisashi Shimizu,Takasi Shinomiya,and Max A. Viergever

    Computer Assisted Radiology and Surgery   1294 - 1294   2004.06

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    アメリカ   Chicago   2004.06.23  -  2004.06.26

  • 腹部MDCT像上の肝臓領域の自動抽出と異常陰影の抽出

    金,藤原,石川,奥田,山本

    第29回北九州医工学術者協会誌   15   77 - 78   2004.04

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