Faculty Profiles - KAMIYA Tohru

Papers - KAMIYA Tohru

Division display >> ／ All the affair displays1 - 751 of about 751

Automatic Classification of Respiratory Sounds Based on Convolutional Recurrent Neural Network and Bagging k-Nearest Neighbour Reviewed

Minami, Lu, Kamiya, Kido

Journal of Image and Graphics 13 ( 1 ) 46 - 51 2025.01

Foreword Reviewed International journal

Kamiya T.

ICBSP 2024 - Proceedings of the 2024 9th International Conference on Biomedical Imaging, Signal Processing 2025.01

Retinal Layer 3D Segmentation in Wide-Field OCT images using Self-Supervised Pre-Training of Swin Transformers Reviewed

Yiqing Ye, Guangxu Li, Yining Dai, Kailu Wang, Kang Wang, Zhina Wang, Jiajia Liu, and Tohru Kamiya

International Conference on Computing and Pattern Recognition 38 - 43 2025.01

Recognition of Plastic Bottles Region Using Improved DeepLab v3+ Reviewed International journal

Murata Y., Kamiya T.

Proceedings of International Conference on Artificial Life and Robotics 819 - 822 2025.01

Non-Invasive Classification of EGFR Mutation from Thoracic CT Images Using Radiomics Features and LightGBM Reviewed International journal

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

Proceedings of International Conference on Artificial Life and Robotics 823 - 826 2025.01

Identification of lung nodules based on combining multi-slice CT images and clinical information Reviewed International journal

Nishitaki Y., Kamiya T., Kido S.

Proceedings of International Conference on Artificial Life and Robotics 844 - 847 2025.01

Detection of Lung Nodules from Temporal Subtraction CT Image Using Elastic Net-Based Features Selection Reviewed International journal

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

Proceedings of International Conference on Artificial Life and Robotics 827 - 830 2025.01

Detection of Lung Nodules from CT Image Based on Ensemble Learning Reviewed International journal

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

Proceedings of International Conference on Artificial Life and Robotics 831 - 834 2025.01

Classification of Heat Transfer Coefficient Using Deep Learning Incorporated Boiling Images Reviewed International journal

Mitsuyama F., Umeno R., Takakuma K., Yabuki T., Kamiya T.

Proceedings of International Conference on Artificial Life and Robotics 797 - 801 2025.01

Automatic Classification of Respiratory Sounds by Improving the Loss Function of ResNet Reviewed International journal

Oshima R., Kamiya T., Kido S.

Proceedings of International Conference on Artificial Life and Robotics 793 - 796 2025.01

Automatic Classification of Respiratory Sounds Based on Convolutional Recurrent Neural Network and Bagging k-Nearest Neighbor Reviewed International journal

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

Journal of Image and Graphics (United Kingdom) 13 ( 1 ) 46 - 51 2025.01

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

Honda, Kamiya, Kido

International Conference on Biomedical Engineering and Technology 128 - 132 2024.12

Retinal Layer 3D Segmentation in Wide-Field OCT images using Self-Supervised Pre-Training of Swin Transformers Reviewed International journal

Yiqing Ye, Guangxu Li, Yining Dai, Kailu Wang, Kang Wang, Zhina Wang, Jiajia Liu, Tohru Kamiya

International Conference on Computing and Pattern Recognition ( International Conference on Computing and Pattern Recognition ) 38 - 43 2024.10

A Surface Projection Based Medical Virtual Teaching Platform Reviewed International journal

Wang C., Li G., Kihara N., Kamiya T., Zhou J.

ACM International Conference Proceeding Series 98 - 102 2024.10

Rigid Image Registration for Head MRI Based on 3DCNN Incorporated Global Information Reviewed International journal

Baba S., Li G., Kamiya T.

ACM International Conference Proceeding Series 62 - 65 2024.10

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

Honda N., Kamiya T., Kido S.

ACM International Conference Proceeding Series 128 - 132 2024.10

Multi-robot navigation based on velocity obstacle prediction in dynamic crowded environments Reviewed International journal

Chen Y., Wang Y., Li B., Kamiya T.

Industrial Robot 51 ( 4 ) 607 - 616 2024.07

Detection of mutation of driver gene from the CT images based on ensemble learning Reviewed International journal

Kamiya, Y. Yoshifuku, T. Terasawa, T. Aoki

Computer Assisted Radiology and Surgery Proceedings of the 38th International Congress and Exhibition ( S97-S98 ) 2024.06

Optimization of Corneal Parameters in Refractive Surgery Reviewed International journal

Wang L., Li G., Liu Z., Huang Y., Shi B., Kamiya T.

ACM International Conference Proceeding Series 144 - 148 2024.04

Deep Learning Based Prediction of Heat Transfer Coefficient Using Spectrogram Images from Boiling Sound Reviewed International journal

Mitsuyama, Umeno, Yabuki, Kamiya

29th International Conference on Artificial Life and Robotics 914 - 917 2024.02

Unsepervised image registration based on Residual-connected DRMINE for diagnostic metastatic bone tumors Reviewed International journal

Baba S., T. kamiya, T. Terasawa, T. Aoki

29th International Conference on Artificial Life and Robotics 1016 - 1020 2024.02

Classification of circulating tumor cell clusters by morphological characteristics using convolutional neural network-support vector machine Reviewed International journal

Park J., Ha S.M., Kim J., Song J.W., Hyun K.A., Kamiya T., Jung H.I.

Sensors and Actuators B: Chemical 401 2024.02

ランドマーク点の時系列変化と3次元構造に基づいた顔の非対称度評価法 Reviewed

木原，野元，大河内，李（天津工大），中村，神谷

バイオメディカル・ファジィ・システム学会誌 ( バイオメディカル・ファジィ・システム学会誌 ) 25 ( 2 ) 57 - 64 2024.02

Three-dimensional quantification of postoperative facial asymmetry in patients with unilateral cleft lip and palate using facial symmetry plane Reviewed International journal

Shiigi, Okawachi, Kamiya, Hosoki, Nomoto, Ratman, Amir, Ishihata, Nakamura

The Cleft Palate Craniofacial Journal 61 ( 2 ) 209 - 218 2024.02

Unsupervised image registration based on Residual-connected DRMINE for diagnostic metastatic bone tumors Reviewed

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

Proceedings of International Conference on Artificial Life and Robotics 1016 - 1020 2024.01

Super Resolution of Remote Sensing Image Using Improved SwinIR Reviewed International journal

Matsumoto S., Kamiya T.

2024 Joint 13th International Conference on Soft Computing and Intelligent Systems and 25th International Symposium on Advanced Intelligent Systems, SCIS and ISIS 2024 2024.01

Registration of Spinal Region on CT Images Based on SuperPoint with Convolutional Block Attention Module Reviewed International journal

Nabeshima K., Terasawa T., Kamiya T., Aoki T.

2024 Joint 13th International Conference on Soft Computing and Intelligent Systems and 25th International Symposium on Advanced Intelligent Systems, SCIS and ISIS 2024 2024.01

Registration Method for Head CT and MR Images Based on TransMorph Incorporated ASPP Reviewed International journal

Murakami T., Yamamoto A., Kamiya T.

2024 Joint 13th International Conference on Soft Computing and Intelligent Systems and 25th International Symposium on Advanced Intelligent Systems, SCIS and ISIS 2024 2024.01

Detection of Temporal Changes from Satellite Images Based on Improved SNUNet-CD Reviewed International journal

Watanabe Y., Kamiya T.

2024 Joint 13th International Conference on Soft Computing and Intelligent Systems and 25th International Symposium on Advanced Intelligent Systems, SCIS and ISIS 2024 2024.01

A Temporal Subtraction Technique for Phalange CR Image Using CNN Reviewed International journal

Ono H., Kamiya T., Aoki T.

Journal of Advances in Information Technology 15 ( 7 ) 873 - 878 2024.01

A Denoising Method from Low-dose CT Images Based on Improved U-Net with Attention Mechanism Reviewed International journal

Sawada S., Li G., Murakami S., Kamiya T.

2024 Joint 13th International Conference on Soft Computing and Intelligent Systems and 25th International Symposium on Advanced Intelligent Systems, SCIS and ISIS 2024 2024.01

Physics-based Optical Coherence Tomography Angiography (OCTA) Image Correction for Shadow Compensation Reviewed International journal

Li G., Wang K., Dai Y., Zheng D., Wang K., Zhang L., Kamiya T.

IEEE Transactions on Biomedical Engineering 2024.01

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

4次元データからの口唇領域の抽出に基づいた顔の対称性解析

木原、木村、大河内、李(天津工大)、中村、神谷

信学技法 ( 信学技法 ) MI2023-18 1 - 4 2023.11

Facial Symmetry Analysis Using Temporal Change in Landmark from A Video Image of 3D Point Cloud Reviewed International journal

Kihara, Nomoto, Okawachi, Li（天津工大）, Nakamura, Kamiya

International Conference on Biomedical and Bioinformatics Engineering 11 - 16 2023.11

Facial Symmetry Analysis Using Temporal Change in Landmark from A Video Image of 3D Point Cloud Reviewed International journal

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

ACM International Conference Proceeding Series 11 - 16 2023.11

Noise2Noiseを用いた低線量CT画像のデノイジング法

澤田，神谷，村上, 李（天津工大）

北九州医工学術者協会誌 ( 北九州医工学術者協会誌 ) 63 5 - 8 2023.11

改良型U-Netを用いた胸部CT画像からの肺腫瘍領域の自動識別

高橋，神谷，寺澤, 青木

北九州医工学術者協会誌 63 1 - 4 2023.11

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

Yujie Li, Zhiyun Yin, Yuchao Zheng, Huimin Lu, Tohru Kamiya, Yoshihisa Nakatoh, Serikawa Seiichi

IEEE Intelligent Transportation Systems Transactions 24 ( 11 ) 13359 - 13369 2023.11

Symmetry Analysis of Face from A Video Image of 3D Point Cloud Reviewed International journal

Narumi Kihara, Tohru Kamiya, Namiko Kimura-Nomoto, Takako Okawachi, Guangxu Li and Norifumi Nakamura

The 8th International Symposium on Artificial Intelligence and Robotics 2023.10

Noise-robust Grasp Position Estimation Using PointNet Reviewed International journal

Ryoto Fujikame, Yuchao Zheng, Shin Ishiyama, Huimin Lu, Kamiya Tohru, Yoshihisa Nakatoh, Seiichi Serikawa

The 8th International Symposium on Artificial Intelligence and Robotics 2023.10

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

Takashi, Kamiya, Terasawa, Aoki

Proc. of the 23nd International Conference on Control, Automation and Systems 1489 - 1493 2023.10

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

Baba, Kamiya

Proc. of the 23nd International Conference on Control, Automation and Systems 1762 - 1765 2023.10

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

Ideta, Kamiya

Proc. of the 23nd International Conference on Control, Automation and Systems 1758 - 1761 2023.10

Classification of histological types of primary lung cancer from CT images using clinical information Reviewed International journal

Honda, Kamiya, Kido

Proc. of the 23nd International Conference on Control, Automation and Systems 1753 - 1757 2023.10

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

Sakata, Kamiya, Oda, Morimoto

Proc. of the 23nd International Conference on Control, Automation and Systems 1749 - 1752 2023.10

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

Morishima, Lu, Kamiya

Proc. of the 23nd International Conference on Control, Automation and Systems 1745 - 1748 2023.10

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

Baba, Kamiya, Terasawa, Aoki, Kido

Proc. of the 23nd International Conference on Control, Automation and Systems 1741 - 1744 2023.10

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

Sadamatsu, Murakami, Li, Kamiya

Proc. of the 23nd International Conference on Control, Automation and Systems 1737 - 1740 2023.10

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

Watanabe, Kamiya, Terasawa, Aoki

Proc. of the 23nd International Conference on Control, Automation and Systems 1733 - 1736 2023.10

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

Nishitaki, Kamiya, Kido

Proc. of the 23nd International Conference on Control, Automation and Systems 1727 - 1732 2023.10

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

Kihara, Kimura-Nomoto, Okawachi, Li, Nakamura, Kamiya

Proc. of the 23nd International Conference on Control, Automation and Systems 1502 - 1505 2023.10

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

Hiraoka, Kamiya, Aoki

Proc. of the 23nd International Conference on Control, Automation and Systems 1498 - 1501 2023.10

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

Sawada, Murakami, Li, Kamiya

Proc. of the 23nd International Conference on Control, Automation and Systems 1494 - 1497 2023.10

FPA LRSE U-Netを用いたCT画像からの脊椎領域の自動抽出

木佐貫　航平，神谷　亨，寺澤　岳，青木

第42回日本医用画像工学会大会予稿集 72 - 73 2023.09

AI技術とコンピュータ支援診断への応用 Invited Reviewed

神谷

画像ラボ 3 ( 8 ) 29 - 34 2023.08

3次元点群動画像を用いた顔の時系列変化の検出および非対称度評価

木原　成海，野元　菜美子，大河内　孝子，李　光旭, 中村　典史, 神谷:

第42回日本医用画像工学会大会予稿集 217 - 218 2023.07

3DCNNを用いた脳MR画像の3次元位置合わせ

馬場　星太郎，神谷

第42回日本医用画像工学会大会予稿集 227 - 228 2023.07

非侵襲的なドライバー遺伝子変異有無の識別のためのRadiomics特徴量に基づく2クラス分類

渡邊，神谷，寺澤，青木

第42回日本医用画像工学会大会予稿集 219 - 220 2023.07

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

Temporal subtraction technique for phalanges CR images using U-Net and Geometric-matching CNN Reviewed International journal

Ono, Kamiya, Aoki

Intl. Journal of Computer Assisted Radiology and Surgery 2023 S84 - S85 2023.06

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

Teng, Huimin Lu, Yujie Li, Tohru Kamiya, Yoshihisa Nakatoh, Serikawa Seiichi, Pengxiang Gao

IEEE Transactions on Intelligent Transportation Systems 24 ( 4 ) 4532 - 4540 2023.04

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

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

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

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

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

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

Hashimoto, Kamiya, Li（天津工大）, Yoneda, Tanaka

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Sadamatsu Y., Murakami S., Guangxu L（天津工大）., Kamiya T.

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

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

Sawada S., Murakami S., Guangxu L（天津工大）., Kamiya T.

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

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

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

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

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

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

2022.12

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Three-dimensional quantification of postoperative facial asymmetry in patients with unilateral cleft lip and palate using facial symmetry plane Reviewed International journal

Shiigi, Okawachi, Kamiya, Hosoki, Nomoto, Ratman, Amir, Ishihata, Nakamura

The Cleft Palate Craniofacial Journal 2022.09

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Underwater Image Super-resolution Using SRCNN Reviewed International journal

Ooyama, Lu, Kamiya, Serikawa

International Symposium on Artificial Intelligence and Robotics ( SPIE ) 2021.10

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

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

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

Determination of Abnormality of IGBT Images Using VGG16 Reviewed

Ogawa, Watanabe, Omura, Kamiya

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

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

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

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

Classification of Respiratory Sounds Improved CRNN Reviewed International journal

Asatani, Kamiya, Mabu, Kido

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

810 513 - 522 2020.01

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

810 507 - 511 2020.01

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

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

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

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

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.

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Preface Reviewed

Kim H.

ACM International Conference Proceeding Series 2019.08

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

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

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

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

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

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

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

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

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

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.

DOI： 10.11318/mii.36.77

CiNii Article

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

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

S67 - S68 2019.06

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

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

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

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

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

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

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

1095013-1 - 1095013-7 2019.03

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

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

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

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

Clinical Applications of Multidisciplunary Computational Anatomy to Diagnosis

202 - 212 2019.03

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

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

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

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

Retinal vessel grading in fundoscopic images using GANs Reviewed

International Symposium on Artificial Life and Robotics 418 - 422 2019.01

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

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

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

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

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

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.

DOI： 10.11318/mii.36.72

CiNii Article

CiNii Research

Other Link： https://ci.nii.ac.jp/naid/130007668726

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

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

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.

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Mouri, Lu, Tan, Kim

ICT-Robot 2018.09

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

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

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

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

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

Preface Invited Reviewed International journal

Kim H.

ACM International Conference Proceeding Series 2018.08

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

Automatic road detection system for an airland amphibious car Reviewed

85 51 - 59 2018.08

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

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

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

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

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

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

94 - 95 2018.06

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

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

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

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

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

European Radiology 28 ( 4 ) 1594 - 1599 2018.04

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

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

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

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

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

Bone erosions detection on hand CR images based on DCNN Reviewed

357 - 360 2018.01

A unified action recognition framework Reviewed

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Weighted Local Laplacian Filtering for Underwater Image Enhancement Reviewed

36 - 47 2017.11

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

International Symposium on Artificial Intelligence and Robotics 2017.11

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

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

A Diffeomorphic Demons Approch to Statistical Shape Modeling Reviewed

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

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

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

720 - 723 2017.10

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

724 - 727 2017.10

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

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

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

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

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

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

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

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

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

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

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

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

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

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

29 - 36 2017.08

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

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

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

画像処理技術による診断支援への応用

金

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

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

Activity representation by SURF-based templates Reviewed

1 - 11 2017.04

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

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

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

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

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

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

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

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

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.

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

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

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.

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

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

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.

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

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

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

724 - 727 2016.10

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

10 ( 10 ) 2435 - 2440 2016.10

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

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

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

7 ( 3 ) 555 - 561 2016.03

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

7 ( 2 ) 279 - 286 2016.02

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

7 ( 2 ) 385 - 391 2016.02

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

70 ( 8 ) J178 - J184 2016.01

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

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

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

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.

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

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

In recent years, 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. 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. 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.

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

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

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.

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

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

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 (3-dimensional-Motion History Image) 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.

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

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

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. 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.

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

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

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

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

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

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

Posture estimation from Kinect image using RVM regression analysis Reviewed

1540 - 1542 2015.10

Development of image viewer for analyzing of temporal subtraction from chest CT images Reviewed

1543 - 1546 2015.10

Automatic segmentation of phalanges regions on MR images based on MSGVF Snakes Reviewed

1547 - 1550 2015.10

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

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

Automatic Registration of Phalanges Regions in CR Images Based on Scale-Invariant Saliant Region Features Reviewed

272 - 276 2015.09

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

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

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

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

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

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

Human action representation and recognition: An approach to a histogram of spatiotemporal templates Reviewed

11 ( 6 ) 1855 - 1867 2015.01

Groupwise surface correspondence using particle filtering Reviewed

9443 2015.01

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

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

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

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.

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

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

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.

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

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

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.

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

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

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

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

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

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

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

Temporal subtraction method for lung nodule detection on successive thoracic CT soft-copy images Reviewed

271 ( 1 ) 255 - 261 2014.04

Detection of a bicycle in video images using MSC-HOG feature Reviewed

10 ( 2 ) 521 - 533 2014.02

Videotaped obstacle extraction from a moving camera Reviewed

10 ( 2 ) 717 - 728 2014.02

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Development of a scaler stroke display system using computer vision Reviewed

1722 - 1723 2013.12

Detection of underwater objects based on machine learning Reviewed

2104 - 2109 2013.12

Detecting foreground objects by sequential background inference in a video captured by a moving camera Reviewed

1699 - 1702 2013.12

Classifying 2D and 3D objects on a road employing the road plane Reviewed

1689 - 1692 2013.12

Abnormal motion detection in an occlusive environment Reviewed

1398 - 1402 2013.12

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

A global-local approach to saliency detection Reviewed

8048 LNCS ( PART 2 ) 332 - 337 2013.09

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

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/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

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

CiNii Article

Other Link： https://ci.nii.ac.jp/naid/110009784523

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

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

CiNii Article

Other Link： https://ci.nii.ac.jp/naid/110009783192

Road region estimation and obstacles extraction using a monocular camera Reviewed

9 ( 9 ) 3561 - 3572 2013.07

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

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

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

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

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

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

Recognizing human actions using histogram of local binary patterns Reviewed

54 - 59 2013.01

Automatic classification of seabed sediments based on HLAC Reviewed

653 - 658 2013.01

A parameterization based correspondence method for PDM building Reviewed

17 ( 1 ) 18 - 26 2013.01

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

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

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

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

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

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

Temporal subtraction method for abdominal contrast and non-contrast image based on image matching techniques Reviewed

1805 - 1808 2012.12

Detection of bone regions on legs from CTA image using concentration gradients Reviewed

1818 - 1821 2012.12

Classification of lung nodules on temporal subtraction image based on statistical features and improvement of segmentation accuracy Reviewed

1814 - 1817 2012.12

Applying MSC-HOG feature to the detection of a human on a bicycle Reviewed

514 - 517 2012.12

A temporal subtraction method for thoracic CT images using non rigid warping technique Reviewed

1809 - 1813 2012.12

A camera-computer system to support safe walking of a blind person Reviewed

511 - 513 2012.12

3-D recovery of a non-rigid object from a single camera view by piecewise recovery and synthesis Reviewed

1443 - 1446 2012.12

A method for cardiac region segmentation on ultrasound images based on particle filter algorithm Reviewed

157 - 162 2012.12

Japanese finger-spelling recognition using a chest-mounted camera Reviewed

909 - 912 2012.11

Human motion recognition employing infrared radiation camera images Reviewed

392 - 395 2012.11

Arterial hemodynamic analysis on non-enhanced magnetic resonance angiogram using optical flow Reviewed

17 ( 1 ) 102 - 106 2012.10

Motion history image: its variants and applications Reviewed

Ahad, Tan, Kim, Ishikawa

Machine Vision and Applications 23 255 - 281 2012.03

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

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

An effective directional motion database organization for human motion recognition Reviewed

8 ( 2 ) 1359 - 1370 2012.02

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

Moving objects detection at an intersection by sequential background extraction Reviewed

1752 - 1755 2011.12

Extraction of individual pedestrians employing stereo camera images Reviewed

1744 - 1747 2011.12

Direction-oriented human motion recognition with prior estimation of directions Reviewed

4226 - 4231 2011.12

Detection of pedestrians employing a wide-angel camera Reviewed

1748 - 1751 2011.12

Detection of a bicycle and its driving directions using HOG feature Reviewed

781 - 784 2011.12

Detecting human flows on a road different from main flows Reviewed

793 - 796 2011.12

Automatic segmentation of liver region from non-contrast and contrast CT images employing tree-structural image transformations Reviewed

763 - 766 2011.12

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

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

3-D modeling of dynamic remote environments employing the images from cell-phone cameras and a communication network Reviewed

48 - 51 2011.11

Multiple persons' action recognition by fast human detection Reviewed

1639 - 1644 2011.11

Improved approach for action recognition based on local and global features Reviewed

1645 - 1649 2011.11

Buildings recovery employing Manhattan-world constraint Reviewed

431 - 434 2011.11

Action dataset - A survey Reviewed

1650 - 1655 2011.11

3-D recovery of a non-rigid object from a single camera view Reviewed

447 - 450 2011.11

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

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

A shape-based segmentation method of multi-organs on CT images using genetic algorithm Reviewed

5 ( 9 A ) 3189 - 3194 2011.09

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

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

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

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

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

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

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

Mulple persons' recognition by fast human detection Reviewed

Efackhar, Tan, Kim, Ishikawa

SICE Annual Conference 2011 1639 - 1644 2011.09

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

Detection of lung nodules in thoracic MDCT images based on temporal changes from previous and current images Reviewed

15 ( 6 ) 707 - 713 2011.08

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

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

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

Reduction of processing times for temporal subtraction on lung CT image employing octree algorithms Reviewed

7 ( 5 B ) 2603 - 2610 2011.05

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

Development of a quantitative method for detection of motion artifact on lateral cervical spine computed radiographs using texture analysis

21 3 - 6 2011.04

Development of Temporal Subtraction Technique for Thoracic CT Images and Its DICOM Viewer with GUI

21 22 - 25 2011.04

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

Registration of head ct and mr image sets based on optimal retrieval of volume of interests Reviewed

2 ( 1 ) 101 - 106 2011.02

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

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

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

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

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

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

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

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

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

Solving boundary problem of the motion database for improved human motion recognition Reviewed

698 - 701 2010.12

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

Segmentation method for phalanges in CR image by use of DCT Reviewed

2082 - 2085 2010.12

Segmentation method for cardiac region in CT images based on active shape model Reviewed

2074 - 2077 2010.12

Modeling of human postures using stereo camera Reviewed

1432 - 1435 2010.12

Method for reduction of metal artifacts in dental CT images by use of frequency analysis Reviewed

1271 - 1274 2010.12

Human motion recognition using directional motion history images Reviewed

1445 - 1449 2010.12

Human behavior analysis with optical flow and median-filtered Temporal Motion Segmentation method Reviewed

1022 - 1025 2010.12

Detection of blood vessel regions using weighted MIP from non-enhanced MR imaging Reviewed

2078 - 2081 2010.12

A color-based particle filter for multiple objects tracking in outdoor environment Reviewed

604 - 609 2010.12

Creating an entire object model employing virtual see-through cameras Reviewed

2504 - 2506 2010.11

Viewpoint-oriented human activity recognition in a cluttered outdoor environment Reviewed

1506 - 1511 2010.11

Three-dimensional modeling of a non-rigid object employing a single camera Reviewed

2972 - 2975 2010.11

Lower-dimensional feature sets for template-based motion recognition approaches Reviewed

6 ( 8 ) 920 - 927 2010.11

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

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

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

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

Human Motion Recognition Using Directional Motion History Image Reviewed

Murakami,Tan,Kim,Ishikawa

International Conference on Control, Automation and Systems 1445 - 1449 2010.10

Medeling of Human Postures Using Stereo Camera Reviewed

Yoshida,Tan,Kim,Ishikawa

International Conference on Control, Automation and Systems 1432 - 1435 2010.10

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

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

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

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

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

Action recognition by employing combined directional motion history and energy images Reviewed

73 - 78 2010.09

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

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

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

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

Detection of GGO Candidate Regions in Lung CT Images Based on Shape and Density Features

2010.06

Image Registration for Head CTA, MRA Using Real-Coded GA Based on Density Information

- 32 2010.06

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

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

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

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

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

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

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

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

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

Automatic detection of GGO candidate regions by using density and shape features Reviewed

6 ( 1 ) 255 - 262 2010.01

Human motion recognition using directional motion history images Reviewed

1512 - 1514 2010.01

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Human activity analysis: Concentrating on motion history image and its variants Reviewed

Ahad.,Tan,Kim,Ishikawa

SICE International Conference 2009 5401 - 5406 2009.08

Entire 3-d modeling of an object by surround cameras Reviewed

Sone,Tan,Kim,Ishikawa

SICE International Conference 2009 4011 - 4014 2009.08

Robust human motion recognition employing adaptive database structure Reviewed

Eftakhar,Tan,Kim,Ishikawa

SICE International Conference 2009 3989 - 3994 2009.08

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

Detecting pedestrians from a video by streo cameras Reviewed

Inumaru,Tan,Kim,Ishikawa

SICE International Conference 2009 663 - 666 2009.08

A particle filter with adaptive model for object tracking Reviewed

Sugandi,Kim,Tan,Ishikawa

SICE International Conference 2009 6 pages 2009.08

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

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

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

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

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

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

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

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

Temporal Motion Recognition and Segmentation Approach Reviewed

Ahad,Tan,Kim,Ishikawa

Int. J. of Imaging Systems and Technology 19 ( 2 ) 91 - 99 2009.06

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

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

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

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

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

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

Performance analysis on an efficient human motion database with various motion representations Reviewed

Ashik,Tan,Kim,Ishikawa

ICCIT2008 2008.12

Action recognition with various speeds and timed-DMHI feature vectors Reviewed

Ahad,Tan,Kim,Ishikawa

ICCIT2008 2008.12

Solutions to motion self-occlusion problem in human activity analysi Reviewed

Ahad,Tan,Kim,Ishikawa

ICCIT2008 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

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

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

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

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

uman Activity Recognition: Various Paradigms Reviewed

Ahad,Tan,Kim,Ishikawa

International Conference on Control, Automation and Systems 2008 1896 - 1901 2008.10

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Moment-based human motion recognition from the representation of DMHI templates Reviewed

Ahad.,Ogata.,Tan.,Kim.,Ishikawa

SICE Annual Conference 578 - 583 2008.08

Recognizing facial expression for man-machine interaction Reviewed

Hirata,Tan,Kim,Ishikawa

SICE International Conference 2009 1621 - 1624 2008.08

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

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

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

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

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

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

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

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

Human motions representation and recognition by directional motion history images Reviewed

Fukumoto,Ogata,Tan,Kim,Ishikawa

13 ( 1 ) 326 - 330 2008.04

Motion capture employing an uncalibrated camera Reviewed

Tan,Ishikawa,Kouno,Ohbuchi,Kim

Artificial Life and Robotics 13 ( 1 ) 311 - 314 2008.04

Motion capture employing an uncalibrated camera Reviewed

Tan,Ishikawa,Kouno,Ohbuchi,Kim

Artificial Life & Robotics 13 ( 1 ) 311 - 314 2008.04

Human motion representation and recognition by directional motion history images Reviewed

Fukumoto,Tan,Kim,Ishikawa

Artificial Life & Robotics 13 ( 1 ) 326 - 330 2008.04

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

A method for image registration by maximization of mutual information Reviewed

Yamamura,Kim,Yamamoto

SICE-ICASE International Joint Conference 2006 1469 - 1472 2006.10

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

胸部ＣＴ像からの肺野領域とスリガラス状陰影の自動抽出 Reviewed

金，前門，石川，佃

バイオメディカル・ファジー・システム学会誌 6 ( 1 ) 50 - 56 2004.04

腹部CT像からの肝臓領域と異常陰影候補領域の抽出 Reviewed

金，萩原，石川，四宮，佃

バイオメディカル・ファジー・システム学会誌 6 ( 1 ) 42 - 49 2004.04

Automatic Spinal Deformity Detection Based on Neural Network Reviewed

Kim,Ishikawa,Khalid,Otsuka,Shimizu,Nakada,Shinomiya,Viergever

Medical Image Computing & Computer Assisted Intervention 802 - 809 2003.11

Automatic Extraction of Ground-glass Opacities on Lung CT Images by Histogram Analysis Reviewed

Maekado Masaki,Kim Hyoungseop,Ishikawa Seiji, Tsukuda Masaaki

International Conference on Control, Automation and Systems 2352 - 2355 2003.10

Discrimination of Spinal Deformity Employing Discriminant Analysis on the Moire Images Reviewed

Hyoungseop Kim,Seiji Ishikawa,Yoshinori Otsuka,Hisashi Shimizu,Yasuhiro Nakada,Takashi Shinomiya

International Conference on Control, Automation and Systems 1990 - 1993 2003.10

On a multi-agent system for assiting human intention Reviewed

Hajime Tawaki,Joo Kooi Tan,Hyoungseop Kim,Seiji Ishikawa

International Conference on Control, Automation and Systems 1126 - 1129 2003.10

判別分析によるモアレ画像からの脊柱側彎症自動識別 Reviewed

金　亨燮，石川　聖二，大塚　嘉則，清水　尚，中田　康弘，四宮　孝史

バイオメディカル・ファジー・システム学会誌 5 ( 1 ) 1 - 8 2003.08

VRによる融合空間の生成と応用―第Ⅱ期報告

石川，金，タン，廣橋，山口

平成14年度九州工業大学サテライトベンチャービジネスラボラトリー研究成果報告資料集 65 - 70 2003.04

左右濃度差評価に基づくモアレ画像からの脊柱側彎症自動識別 Reviewed

金，石川，大塚，清水，四宮

Medical Imaging Technology 21 ( 2 ) 131 - 138 2003.03

VRによる融合空間の生成と応用―第Ⅱ期報告

石川，金，タン，廣橋，山口

平成14年度九州工業大学サテライトベンチャービジネスラボラトリー研究成果報告資料集 65 - 69 2003.03

多変量解析によるモアレ画像からの脊柱側彎症の自動識別

金，沼田，石川，大塚，清水，四宮

電子情報通信学会信学技報MBE2002-79 25 - 28 2002.12

NNによる脊柱側彎症自動識別の試み

金，石川，Marzuki Khalid，大塚，清水，四宮

画像電子学会第198回研究会講演予稿集 47 - 50 2002.11

3-D deformable objects modeling employing mobile cameras

Ishikawa,S.,Tan,J. K.,Kim,H. S.,Khalid,M

6 104 - 107 2002.08

Creating a virtual human from motion capture data

Ishikawa,S.,Tan,J. K.,Kim,H. S.,Khalid,M.,Hirohashi,D.,Yamaguchi,I.

6 70 - 73 2002.08

A method of 3-D object modeling employing mobile cameras

Ishikawa,S.,Tan,J. K.,Kim,H. S.,Khalid,M.

65 - 68 2002.03

Creating a virtual human from motion capture data

Ishikawa,S.,Tan,J. K.,Kim,H. S.,Khalid,M.,Hirohashi,D.,Yamaguchi,I

69 - 70 2002.03

Automatic Scoliosis Detection Based on Local Centroids Evaluation on Moire Topographic Images of Human Backs Reviewed

Kim,Ishikawa,Ohtsuka,Shimizu,Shinomiya,Max

IEEE Transactions on Medical Imaging Vol.20 ( 12 ) No.12 1314 - 1320 2001.12

VRによる融合空間の生成と応用―仮想オブジェクト生成のためのモーションキャプチャ法

タンジュークイ,石川聖二,金亨燮,加藤了三

九州工業大学サテライト・ベンチャー・ビジネス・ラボラトリー年報 5 106 - 109 2001.05

VRによる融合空間の生成と応用―仮想オブジェクトのオクルージョンの実現法

石川聖二,タンジュークイ,金亨燮,山下貴夫，加藤了三

九州工業大学サテライト・ベンチャー・ビジネス・ラボラトリー年報 5 110 - 113 2001.05

CT像からの肝臓領域の自動抽出と容積の計測 Reviewed

金　亨燮、野田　耕司、石川　聖二、佃　正明

バイオメディカル・ファジー・システム学会誌 3 ( 1 ) 59 - 65 2001.04

Producing a Virtual Object with Realistic Motion for a Mixed Reality Space Reviewed

Hirohashi,Tan,Kim,Ishikawa

International Conference on Control, Automation and Systems 1084 - 1084 2001.04

Spinal Deformity Detection Based on Characteristic in Local Region from moire images Reviewed

Hyoungseop Kim,Seiji Ishikawa,Yoshinori Othsuka,Hisashi Shimizu,Takashi Shinomiya

International Conference on Control, Automation and Systems 818 - 818 2001.04

Solving a Dress Problem for a Human Model Recognition Reviewed

Proceeding of SICE Annual Conference CD-ROM: 212 A-3 2001.04

Automatic Extraction of Liver Regions from Abdominal CT Images Reviewed

KIM,NODA,ISHIKAWA, TSUKUDA

2nd International Symposium on Advanced Intelligent Systems 76 - 80 2001.04

Development of a Mobile Robot for Handicapped People Reviewed

IGAWA,KIM,ISHIKAWA

International Conference on Control, Automation and Systems 59 - 62 2001.04

ヒト前十字靭帯の3次元画像の再構築 Reviewed

山本，石川，TAN，金，廣川，　川田

日本臨床バイオメカニクス学会誌 21 151 - 156 2000.09

Man-Machine collaborative work based on visual communication Reviewed

Ishikawa,Kim,Inoue,Shiramura

Proc. TENCON2000 321 - 325 2000.04

Analysis of brushing strokes using a motion capture technique Reviewed

Naito,Hagiwara,Hitaka,Ishikawa,Tan,Kim,Yokota

The American Academy of Periodontology 86th Annual Meeting Abstract Book 1910 - 1910 2000.04

マルチエージェント空間における人と機械の協調作業法-視的対話による手渡し作業

未入力

九州工業大学研究報告(工学) 72 1 - 8 2000.04

Man-Machine Cooperation in a Multi-Agent Space-Objects Delivery by Visual Communication

Proc. TENCON2000 721 - 8 2000.04

モアレ画像からの重心位置評価に基づく脊柱側彎症の識別 Reviewed

金　亨燮，石田　和史，石川　聖二，大塚　嘉則，清水　尚

電子情報通信学会論文誌 J-83 ( 3 ) 879 - 886 2000.03

VRによる融合空間の生成と応用

福田健博,石川聖二,金亨燮,廣橋大輔,加藤了三

九州工業大学サテライト・ベンチャー・ビジネス・ラボラトリー年報 4 94 - 101 2000.03

VRによる融合空間の生成と応用―仮想オブジェクトの融合表示Ⅱ

福田健博,廣橋大輔,金亨燮,石川聖二,加藤了三

九州工業大学サテライト・ベンチャー・ビジネス・ラボラトリー年報 3 74 - 77 1999.05

Spinal Deformity Detection Based on 2-D evaluation of Asymmetry of Moire Patterns of the Human Back Reviewed

Kim,Motoie,Ishikawa,Ohtsuka,Shimizu

Proceedings of 1999 International Technical Conference on Circuits/System, Computer and Communications 673 - 676 1999.04

人体背面モアレ像上の2つの特徴軸を用いた脊柱側彎の自動分類 Reviewed

金，石川，加藤，大塚

日本医用画像工学会誌 17 ( 2 ) 148 - 154 1999.03

近似的な回転対称形の対称中心の抽出法 Reviewed

金，本村，石川

電子情報通信学会論文誌 J82 ( 2 ) 158 - 161 1999.01

VRによる融合空間の生成と応用―実空間と仮想空間の融合法

加藤了三,石川聖二,金亨燮,稲田智久,落丸直詩,福田健博

九州工業大学サテライト・ベンチャー・ビジネス・ラボラトリー年報 2 41 - 41 1998.05

Automatic Judgment of Spinal Deformity from Moire Images Employing Asymmetry of Local Centroids Location Reviewed

KIM,ISHIDA,ISHIKAWA,OTSUKA

Proceedings of IAPR Workshop on Machine Vision Applications 242 - 242 1998.04

Finding the Center of Rotational Symmetry from Noisy Forms Reviewed

HyoungSeop KIM,Nachi MOTOMURA,Seiji ISHIKAWA

Proceedings of 3rd Asian Conference on Computer Vision 354 - 354 1998.04

Use of Handy Communication System with Digital Camera, "Color Zaurus"(MI-10DC, Sharp Co.Ltd), for Home-visit Nursing Reviewed

Matsuoka,Hisanaga,Kamiya,Baba,Fujishima,Yokohama,Ishikawa,Kim

Proceedings of the 3rd International Conference Aspects of Telemedicine 137 - 137 1997.04

Recognizing Asymmetric Moire Patterns for Human Spinal Deformity Detection Reviewed

HyoungSeop KIM,Hiroshi UENO,Seiji ISHIKAWA,Yoshinori OTSUKA

Proceedings of Korea Automatic Control Conference 568 - 568 1997.04

Extracting the Axis of Potential Axial Symmetry Employing Variance Minimization Reviewed

HyoungSeop KIM,Seiji ISHIKAWA

Proceedings of Korea Automatic Control Conference 434 - 434 1996.04

Judging Spinal Deformity by Two Characteristic Axes on a Human Back Reviewed

ISHIKAWA,EGUCHI,YAMAGUCHI,KIM,OTSUKA

Proceedings of Korea Automatic Control Conference 438 - 441 1996.04

Extracting Gall Bladders from Ultrasound Images Reviewed

KIM,ISHIKAWA,KATO,TSUKUDA,MATSUOKA

Proceedings of Korea Automatic Control Conference 248 - 251 1995.04

　PREV-NEXT　

<KAMIYA Tohru>

Papers - KAMIYA Tohru