Rchr

J-GLOBAL ID：200901085571008223 Update date: Jun. 12, 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)： Perceptual information processing

Research keywords (2)： Artificial Intelligence, Deep Learning , Computer Vision, Discrete Optimization, Pattern Analysis

Research theme for competitive and other funds (9)：

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
2014 - 2019 認識の数理モデルと高階・多層確率場による高次元実データ解析
2013 - 2016 Analysis of geological activities of asteroids using high definition shape models
2013 - 2015 Enhanced Generalizability by Structural Model Learning

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Papers (60)：

Xin Tan, Hiroshi Ishikawa. Dataset-Level Directed Image Translation for Cross-Domain Crowd Counting. 2023 IEEE International Conference on Image Processing (ICIP). 2023
Yusuke Horiuchi, Edgar Simo-Serra, Satoshi Iizuka, Hiroshi Ishikawa. Differentiable Rendering-based Pose-Conditioned Human Image Generation. 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW). 2021
Yutaka Momma, Weimin Wang, Edgar Simo-Serra, Satoshi Iizuka, Ryosuke Nakamura, Hiroshi Ishikawa. P2Net: A Post-Processing Network for Refining Semantic Segmentation of LiDAR Point Cloud based on Consistency of Consecutive Frames. 2020 IEEE International Conference on Systems, Man, and Cybernetics (SMC). 2020
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
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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MISC (17)：

石川博. グラフカットのそのとき. 電子情報通信学会誌. 2023. 106. 12. 1091-1095
H. Ishikawa, Y. Kitamura. 高階グラフカットによる医用画像領域分割. 画像ラボ. 2018. 2018年7月号. 21-26
藤谷真之, 望月義彦, 飯塚里志, シモセラエドガー, 石川博. 画像類似度を考慮したデータセットを用いて学習したCNNによる病理画像の染色変換 (医用画像). 電子情報通信学会技術研究報告 = IEICE technical report : 信学技報. 2017. 117. 281. 9-14
H. Ishikawa. 人工知能で白黒写真をカラーに. 画像ラボ. 2017. 28. 2017年10月号. 14-21
Ishikawa, Hiroshi, Okada, Ryuzo, Ukita, Norimichi, Mori, Greg. Message from the chairs. Proceedings of the 15th IAPR International Conference on Machine Vision Applications, MVA 2017. 2017

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Books (7)：

Computer vision -- ACCV 2020 : 15th Asian Conference on Computer Vision, Kyoto, Japan, November 30 - December 4, 2020, revised selected papers
Springer 2021 ISBN:9783030695248
Advances in computer graphics : 36th Computer Graphics International Conference, CGI 2019, Calgary, AB, Canada, June 17-20, 2019 : proceedings
Springer 2019 ISBN:9783030225131
"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
実践医用画像解析ハンドブック
オーム社 2012
"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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Lectures and oral presentations (39)：

機械に認識させるとはどういうことか
(京都大学理学部・大学院理学研究科第15回MACSコロキウム 2021)
一般対象の情報計量
(離散幾何解析とその周辺 2019 2019)
ディープラーニングを用いた画像解析
(ナノテスティングシンポジウム(NANOTS2019) 2019)
病理画像の染色変換
(研究集会「AIを用いた医療画像解析の現状と課題」 2019)
Deep Learning for Image Transformation
(The 26th IEEE International Conference on Image Processing (ICIP2019) 2019)

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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

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Committee career (46)：

2013 - 現在電子情報通信学会医用画像研究会専門委員
2010 - 現在 International Journal of Computer Vision Editorial Board Member
2005 - 現在 IAPR Conference on Machine Vision Applications(MVA) Organizing Committee Member
2023 - 2023 18th International Conference on Machine Vision Applications (MVA2023) Award Chair
2021 - 2021 画像の認識・理解シンポジウム MIRU2021 賞選定委員長

2021 - 2021 17th International Conference on Machine Vision Applications (MVA2021) Award Chair

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

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

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

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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

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Association Membership(s) (4)：

ACM , IEEE , The Institute of Electronics, Information and Communication Engineers , Information Processing Society of Japan

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