Chen Yen-Wei

チンエンイ | Chen Yen-Wei

Affiliation and department：
Job title： Professor
Homepage URL (1)： http://www.iipl.is.ritsumei.ac.jp/index.html

Research field (1)： Perceptual information processing

Research keywords (1)： pattern recognition, medical image processing, atigicial intelligence (deep learning)

Research theme for competitive and other funds (1)：

2007 - 2007 MRI画像ナビゲーションによる肝腫瘍治療するためのCT画像とオープンMR画像との変形位置合わせ手法プロジェクト主体:立命館大学

Papers (164)：

Ryosuke Sato, Yutaro Iwamoto, Kook Cho, Do-Young Kang, Yen-Wei Chen. Accurate BAPL Score Classification of Brain PET Images Based on Convolutional Neural Networks with a Joint Discriminative Loss Function. Applied Science (Impact Factor: 2.59). 2020. 10. 3
Liying Peng, Lanfen Lin, Hongjie Hu, Yue Zhang, Huali Li, Yutaro Iwamoto, Xianhua Han, Yen-Wei Chen. Semi-supervised Learning for Semantic Segmentation of Emphysema with Partial Annotations. IEEE Journal of Biomedical and Health Informatics (Impact Factor: 4.217). 2020. in press
T. Kitrungrotsakul, Y. Iwamoto, Yen-Wei Chen. An End-to-End CNN and LSTM Network with 3D Anchors for Mitotic Cell Detection in 4D Microscopic Images and Its Parallel Implementation on Multiple GPUs. Neural Computing and Applications (Impact factor: 4.664). 2019. in press. 10. 5669-5679
Y.Li, Katsuhisa Ogawa, Y. Iwamoto, Y.-W. Chen. Novel Image Restoration Method Based on Multi-frame Super-resolution for Atmospherically Distorted Images. IET image processing (Impact Factor: 2.004). 2019. Vol.14. pp.168-175
Yen-Wei Chen, Xinyin Huang, Dinye Chen, Xian-hua Han. Generic and Specific Impression Estimation and Its Application to KANSEI Based Clothing Fabric Image Retrieval. International Journal of Pattern Recognition and Artificial Intelligence (Impact Factor: 0.998). 2018. Vol. 32. No. 10. 1854024 (18 pages)

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MISC (37)：

Organs Automatic Segmentation from the Medical Image based on the Spatial Location and the Probability Atlas and Development of Computer Aided Diagnosis System of Liver Cirrhosis. 2016. 115. 499. 1-6
Kitrungrotsakul Titinunt. B-20-3 Hands-free Interactive Medical Image Visualization System for Computer Assistant Surgical. Proceedings of the IEICE General Conference. 2015. 2015. 1. 588-588
Tateyama Tomoko, Uetani Mei, Tanaka Hidetoshi, Kitrungrotsakul Titinunt, Lin ChenLun, Furukawa Akira, Kanasaki Shuzo, Chen Yen Wei. D-16-13 Shape Representation of Human Abdominal Organs by the Spherical Harmonic Basis Function. Proceedings of the IEICE General Conference. 2015. 2015. 2. 153-153
TATEYAMA Tomoko, CHEN Yen-Wei. Fundamental and Frontier of 3D Modeling and Visualization, Its Application to Medical Image (1) Three-dimensional Organs Modeling and Visualization by Spherical Harmonic Function. Medical Imaging Technology. 2015. 33. 2. 58-66
Uetani Mei, Tateyama Tomoko, Kohara Shinya, Han Xian-hua, Kanasaki Shuzo, Inoue Akitoshi, Furukawa Akira, Chen Yen-Wei. B-20-11 Computer Aided Diagnosis of Liver Cirrhosis using PLS Regression. Proceedings of the Society Conference of IEICE. 2014. 2014. 1. 423-423

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Books (15)：

Deep Learning in Healthcare
Springer 2020
Innovation in Medicine and Healthcare Systems, and Multimedia
Springer 2019
Innovation in Medicine and Healthcare 2017
Springer 2017 ISBN:9783319593975
Innovation in Medicine and Healthcare 2016
Springer 2016 ISBN:9783319396866
Innovation in Medicine and Healthcare 2015
Springer 2015 ISBN:9783319230238

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Lectures and oral presentations (165)：

UNET 3+: A Full-Scale Connected UNET for Medical Image Segmentation
(The 45th IEEE International Conference on Acoustics, Speech, and Signal Processing (IEEE ICASSP2019) (H5: 79) 2020)
WNET: An End-to-end Atlas-Guided and Boundary-Enhanced Network for for Medical Image Segmentation
(IEEE International Symposium on Medical Imaging (IEEE ISBI2020) (H5: 28) 2020)
High Resolution Gaze Corrected Image Generation based on Residual Dense Network
(38th IEEE International Conference on Consumer Electronics (IEEE ICCE2020) (H5:20) 2020)
Static2Dynamic GAN Mod1e l for Generation of Dynamic Facial Expression Images
(38th IEEE International Conference on Consumer Electronics (IEEE ICCE2020) (H5:20) 2020)
An improved Faster R-CNN based mobile food object detection and classification system
(38th IEEE International Conference on Consumer Electronics (IEEE ICCE2020) (H5:20) 2020)

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Education (2)：

- 1990 Osaka University "Graduate School, Division of Engineering"
- 1985 Kobe University Faculty of Engineering

Professional career (1)：

Ph.D (Osaka University)

Work history (6)：

2004/04 - Ritsumeikan University College of Information Science and Engineering
2003/04 - 2004/03 University of the Ryukyus Faculty of Engineering
1995/04 - 2003/04 University of the Ryukyus Faculty of Engineering
2003 - オークスフォード大学・客員研究員 [国外]
1994/04 - 1995/03 University of the Ryukyus Faculty of Engineering

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Committee career (2)：

国際学術誌International Journal of Image and Graphics(IJIG)副編集長
中国科学院Overseas Assessor

Awards (9)：

2018/01 - 国際学会IEEE International Conference on Consumer Electronics (Las Vegas, USA) IEEE CE East Joint Japan Chapter ICCE Young Scientist Paper Award
2017/11 - 映像メディア学会平成29年度関西連合大会映像情報メディア学会関西支部優秀論文発表賞
2017/09 - 2017 4th International Conference on Mechanical, Electronics and Computer Engineering (CMECE 2017). Best Student Presentation Award
2015/09 - 日本顔学会 20周年記念フォーラム顔学2015大会長賞
2013/08 - 日本医用画像工学会学術誌Medical Imaging Technology 論文賞

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Association Membership(s) (4)：

The Institute of Electrical Engineers of Japan , The Japanese Society of Medical Imaging Technology , "The Institute of Electronics, Information and Communication Engineers (IEICE)" , IEEE

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