Rchr
J-GLOBAL ID：200901085571008223
Update date: Feb. 01, 2024
Ishikawa Hiroshi
イシカワ ヒロシ | Ishikawa Hiroshi
Affiliation and department：
Job title：
Professor
Homepage URL (1)：
http://hi.cs.waseda.ac.jp
Research field (1)：
Intelligent robotics
Research keywords (2)：
Artificial Intelligence, Deep Learning
, Computer Vision, Discrete Optimization, Pattern Analysis
Research theme for competitive and other funds (8)：
- 2020 - 2025 画像空間と画像変換学習システムの構造
- 2014 - 2019 Mathematical Foundations of Multidisciplinary Computational Anatomy
- 2013 - 2016 Analysis of geological activities of asteroids using high definition shape models
- 2013 - 2015 Enhanced Generalizability by Structural Model Learning
- 2012 - 2015 Approximate optimization and learning of higher-order energy
- 2012 - 2013 高階エネルギー最小化による3次元多臓器セグメンテーション
- 2009 - 2013 非記号計算の基礎理論の構築と構造学習への応用
- 2007 - 2009 構造情報表現によるパターン発見の研究
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Papers (73)：
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M. Omiya, Y. Horiuchi, E. Simo-Serra, S. Iizuka, H. Ishikawa. Optimization-Based Data Generation for Photo Enhancement. New Trends in Image Restoration and Enhancement Workshop (NITRE2019) at the IEEE Conference on Computer Vision and Pattern Recognition (CVPR2019). 2019
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R. Ogata, E. Simo-Serra, S. Iizuka, H. Ishikawa. Temporal Distance Matrices for Squat Classification. Fifth International Workshop on Computer Vision in Sports (CVsports) at the IEEE Conference on Computer Vision and Pattern Recognition (CVPR2019). 2019
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M. Fujitani, Y. Mochizuki, S. Iizuka, E. Simo-Serra, H. Kobayashi, C. Iwamoto, K. Ohuchida, M. Hashizume, H. Hontani, H. Ishikawa. Re-staining Pathology Images by FCNN. The 16th International Conference on Machine Vision Applications (MVA 2019). 2019
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Y. Horiuchi, E. Simo-Serra, S. Iizuka, H. Ishikawa. Spectral Normalization and Relativistic Adversarial Training for Conditional Pose Generation with Self-Attention. The 16th International Conference on Machine Vision Applications (MVA 2019). 2019
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M. Omiya, E. Simo-Serra, S. Iizuka, H. Ishikawa. Learning Photo Enhancement by Black-Box Model Optimization Data Generation. SIGGRAPH Asia 2018 Technical Briefs. 2018
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Books (5)：
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"Graph Cuts-Combinatorial Optimization in Vision" (Chapter 2), Olivier Lezoray and Leo Grady ed."Image Processing and Analysis with Graphs: Theory and Practice"
CRC Press 2012 ISBN:9781439855072
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実践 医用画像解析ハンドブック
オーム社 2012
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"Optimizing Multi-Label MRFs with Convex and Truncated Convex Priors" (Chapter 4), Andrew Blake, Pushmeet Kohli, and Carsten Rother ed. "Markov Random Fields for Vision and Image Processing"
MIT Press 2011 ISBN:9780262015776
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「グラフカット」(第2章, pp. 39-74) 斎藤英雄・八木康史(編)「コンピュータビジョン最先端ガイド1: Level Set, Graph Cut, Particle Filter, Tensor, AdaBoost」
アドコム・メディア 2008 ISBN:9784915851346
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“Local Feature Selection and Global Energy Optimization in Stereo,” (Chapter 22, pp. 411-430), Rustam Stolkin ed. "Scene Reconstruction, Pose Estimation and Tracking"
I-Tech Education and Publishing 2007
Lectures and oral presentations (33)：
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The Future of Computer Graphics in the Age of AI and Social Media
(Computer Graphics International 2019)
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Higher-Order Random Fields for Image Segmentation
(Computer Graphics International 2019)
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Structured Prediction by Fully Convolutional Deep Neural Networks
(Irish Machine Vision and Image Processing Conference 2018)
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Image Completion by CNN with Global and Local Consistency
(SIAM Conference on Imaging Science 2018)
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Image Transformation with Deep Learning
(Seventh Symposium on Biometrics, Recognition and Authentication 2017)
ｍore...
Education (3)：
- - 2000 New York University Computer Science
- - 1993 Kyoto University Graduate School, Division of Natural Science Mathematics
- - 1991 Kyoto University Faculty of Science Mathematics
Professional career (2)：
- Ph.D. in Computer Science (New York University (USA))
- Master of Science (Kyoto University)
Work history (7)：
- 2016 - 現在 National Institute of Informatics Visiting Professor
- 2010 - 現在 Waseda University Department of Computer Science and Engineering Professor
- 2009 - 2013 JST PRESTO (Sakigake) Researcher
- 2010 - 2010 Nagoya City University Department of Information and Biological Sciences Professor
- 2005 - 2010 Nagoya City University Department of Information and Biological Sciences Asscociate Professor
- 2004 - 2005 Nagoya City University Department of Information and Biological Sciences Assistant Professor
- 2000 - 2001 New York University Courant Institute of Mathematical Sciences Associate Research Scientist
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Committee career (44)：
- 2020 - 2020 European Conference on Computer Vision (ECCV2020) Area Chair
- 2018 - 2020 Asian Conference on Computer Vision (ACCV2020) Program Chair
- 2016 - 2020 IPSJ SIG-CVIM: Computer Vision and Image Media Managing Member
- 2016 - 2020 IPSJ Transactions on Computer Vision Applications Associate Editor in Chief
- 2019 - 2019 IEEE International Conference on Computer Vision (ICCV2019) Area Chair
- 2018 - 2019 Computer Graphics International 2019 (CGI’19) Conference Co-Chair
- 2017 - 2018 IPSJ 80th National Convention Executive Committee Vice Chair
- 2016 - 2018 The Institute of Image Electronics Engineers of Japan Member of the Board of Directors
- 2017 - 2017 IEEE International Conference on Computer Vision (ICCV2017) Area Chair
- 2016 - 2017 Fifteenth IAPR International Conference on Machine Vision Applications (MVA2017) General Chiar
- 2011 - 2017 IEICE PRMU: Pattern Recognition and Media Understanding Expert Committee Member
- 2016 - 2016 Asian Conference on Computer Vision (ACCV2016) Area Chair
- 2016 - 2016 Conference Editorial Board, Meeting on Image Recognition and Understanding (MIRU2016) Editor in Chief
- 2013 - 2016 IEEE Transactions on Pattern Analysis and Machine Intelligence Associate Editor
- 2015 - 2015 IEEE International Conference on Computer Vision (ICCV2015) Area Chair
- 2015 - 2015 Conference Editorial Board, Meeting on Image Recognition and Understanding (MIRU2015) Associate Editor in Chief
- 2014 - 2015 Fourteenth IAPR International Conference on Machine Vision Applications (MVA2015) General Chiar
- 2012 - 2015 IET Computer Vision Editorial Board Member
- 2014 - 2014 Asian Conference on Computer Vision (ACCV2014) Area Chair
- 2014 - 2014 Conference Editorial Board, Meeting on Image Recognition and Understanding (MIRU2014) Associate Editor in Chief
- 2013 - 2013 Meeting on Image Recognition and Understanding (MIRU2013) Area Chair
- 2013 - 2013 IEEE Conference on Computer Vision and Pattern Recognition (CVPR2013) Area Chair
- 2011 - 2013 International Conference on Energy Minimization Methods in Computer Vision and Pattern Recognition (EMMCVPR 2011, 2013) Program Committee Member
- 2010 - 2013 IPSJ Transactions on Computer Vision Applications Associate Editor
- 2013 - IEICE MI: Medical Imaging Expert Committee Member
- 2013 - 電子情報通信学会 医用画像研究会 専門委員
- 2009 - 2012 IEICE Transactions on Information and Systems Editorial Board Member
- 2009 - 2012 電子情報通信学会和文論文誌D 編集委員
- 2008 - 2012 IEEE Computer Society Workshop on Perceptual Organization in Computer Vision (POCV2008, 2010, 2012) Program Committee Member
- 2011 - 2011 Meeting on Image Recognition and Understanding (MIRU2011) Area Chair
- 2011 - 2011 IEEE Conference on Computer Vision and Pattern Recognition (CVPR2011) Area Chair
- 2007 - 2011 IEEE International Conference on Computer Vision (ICCV 2007, 2009, 2011) Program Committee Member
- 2010 - 2010 Asian Conference on Computer Vision (ACCV2010) Program Committee Member
- 2010 - 2010 Meeting on Image Recognition and Understanding (MIRU2010) Area Chair
- 2008 - 2010 European Conference on Computer Vision (ECCV 2008, 2010) Program Committee Member
- 2007 - 2010 IPSJ SIG-CVIM: Computer Vision and Image Media Organizing Committee Member
- 2007 - 2010 情報処理学会 コンピュータビジョンとイメージメディア(CVIM)研究運営委員会 運営委員
- 2010 - International Journal of Computer Vision Editorial Board Member
- 2009 - 2009 Meeting on Image Recognition and Understanding (MIRU2009) Area Chair
- 2008 - 2008 Short Program: Graph Cuts and Related Discrete or Continuous Optimization Problems at IPAM, UCLA. Organizing Committee Member
- 2008 - 2008 International Conference on Pattern Recognition (ICPR2008) Program Committee Member
- 2008 - 2008 Meeting on Image Recognition and Understanding Area Chair
- 2006 - 2007 Tenth IAPR Conference on Machine Vision Applications (MVA2007). Local Arrangement Chair
- 2005 - IAPR Conference on Machine Vision Applications(MVA) Organizing Committee Member
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Awards (6)：
- 2019/06 - The Institute of Electronics, Information and Communication Engineers 75th Annual IEICE Best Paper Award
- 2016/10 - Ministry of Economy, Trade and Industry Innovative Technologies 2016 Special Prize for Culture
- 2009/07 - MIRU Nagao Award (Best Paper Award)
- 2006/12 - IEEE Computer Society Japan Chapter Young Author Award
- 2006/07 - MIRU2006 Excellent Paper Award
- 2000/04 - Courant Institute of Mathematical Sciences, New York University Harold Grad Memorial Prize (Courant Institute of Mathematical Sciences)
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Association Membership(s) (4)：
ACM
, IEEE
, The Institute of Electronics, Information and Communication Engineers
, Information Processing Society of Japan
