Name

ISHIKAWA, Hiroshi

Official Title

Professor

Affiliation

(School of Fundamental Science and Engineering)

Contact Information

URL

Web Page URL

http://hi.cs.waseda.ac.jp

Grant-in-aids for Scientific Researcher Number
60381901

Sub-affiliation

Sub-affiliation

Faculty of Science and Engineering(Graduate School of Fundamental Science and Engineering)

Affiliated Institutes

セキュリティ・セイフティ研究所

研究所員 2012-2013

理工学術院総合研究所(理工学研究所)

兼任研究員 2018-

Educational background・Degree

Educational background

-1991 Kyoto University Faculty of Science Mathematics
-1993 Kyoto University Graduate School, Division of Natural Science Mathematics
-2000 New York University Computer Science

Degree

Ph.D. in Computer Science Coursework New York University (USA) Intelligent robotics

Master of Science Coursework Kyoto University Algebra

Career

2016-National Institute of InformaticsVisiting Professor
2010-Waseda UniversityDepartment of Computer Science and EngineeringProfessor
2010-2010Nagoya City UniversityDepartment of Information and Biological SciencesProfessor
2009-2013JSTPRESTO (Sakigake) Researcher
2005-2010Nagoya City UniversityDepartment of Information and Biological SciencesAsscociate Professor
2004-2005Nagoya City UniversityDepartment of Information and Biological SciencesAssistant Professor
2000-2001New York UniversityCourant Institute of Mathematical SciencesAssociate Research Scientist

Academic Society Joined

Information Processing Society of Japan

The Institute of Electronics, Information and Communication Engineers

IEEE

ACM

OfficerCareer(Outside the campus)

2019-2019IEEE International Conference on Computer Vision (ICCV2015)Area Chair
2018-2020Asian Conference on Computer Vision (ACCV2020)Program Chair
2018-2019Computer Graphics International 2019 (CGI’19)Conference Co-Chair
2017-2018IPSJ 80th National Convention Executive CommitteeVice Chair
2017-2017IEEE International Conference on Computer Vision (ICCV2015)Area Chair
2016-2018The Institute of Image Electronics Engineers of JapanMember of the Board of Directors
2016-2017Fifteenth IAPR International Conference on Machine Vision Applications (MVA2017)General Chiar
2016-2016Conference Editorial Board, Meeting on Image Recognition and Understanding (MIRU2016)Editor in Chief
2016-2016Asian Conference on Computer Vision (ACCV2016)Area Chair
2016-IPSJ Transactions on Computer Vision ApplicationsAssociate Editor in Chief
2016-IPSJ SIG-CVIM: Computer Vision and Image MediaManaging Member
2015-2015Conference Editorial Board, Meeting on Image Recognition and Understanding (MIRU2015)Associate Editor in Chief
2015-2015IEEE International Conference on Computer Vision (ICCV2015)Area Chair
2014-2015Fourteenth IAPR International Conference on Machine Vision Applications (MVA2015)General Chiar
2014-2014Conference Editorial Board, Meeting on Image Recognition and Understanding (MIRU2014)Associate Editor in Chief
2014-2014Asian Conference on Computer Vision (ACCV2014)Area Chair
2013-2013Area Chair, IEEE Conference on Computer Vision and Pattern Recognition (CVPR2013)Area Chair
2013-2013Meeting on Image Recognition and Understanding (MIRU2013)Area Chair
2013-2016IEEE Transactions on Pattern Analysis and Machine IntelligenceAssociate Editor
2013-IEICE MI: Medical ImagingExpert Committee Member
2012-2015IET Computer VisionEditorial Board Member
2011-2013International Conference on Energy Minimization Methods in Computer Vision and Pattern Recognition (EMMCVPR 2011, 2013)Program Committee Member
2011-2011Area Chair, IEEE Conference on Computer Vision and Pattern Recognition (CVPR2011)Area Chair
2011-2011Meeting on Image Recognition and Understanding (MIRU2011)Area Chair
2011-2017IEICE PRMU: Pattern Recognition and Media UnderstandingExpert Committee Member
2010-2013IPSJ Transactions on Computer Vision ApplicationsAssociate Editor
2010-2010Meeting on Image Recognition and Understanding (MIRU2010)Area Chair
2010-2010Asian Conference on Computer Vision (ACCV2010)Program Committee Member
2010-International Journal of Computer VisionEditorial Board Member
2009-2012IEICE Transactions on Information and SystemsEditorial Board Member
2009-2009Meeting on Image Recognition and Understanding (MIRU2009)Area Chair
2008-2012IEEE Computer Society Workshop on Perceptual Organization in Computer Vision (POCV2008, 2010, 2012)Program Committee Member
2008-2010European Conference on Computer Vision (ECCV 2008, 2010)Program Committee Member
2008-2008Meeting on Image Recognition and Understanding (MIRU2008)Area Chair
2008-2008International Conference on Pattern Recognition (ICPR2008)Program Committee Member
2008-2008Short Program: Graph Cuts and Related Discrete or Continuous Optimization Problems at IPAM, UCLA.Organizing Committee Member
2007-2011IEEE International Conference on Computer Vision (ICCV 2007, 2009, 2011)Program Committee Member
2007-2010IPSJ SIG-CVIM: Computer Vision and Image MediaOrganizing Committee Member
2006-2007Tenth IAPR Conference on Machine Vision Applications (MVA2007).Local Arrangement Chair
2005-IAPR Conference on Machine Vision Applications(MVA)Organizing Committee Member
etc

Award

75th Annual IEICE Best Paper Award

2019/06Conferment Institution:The Institute of Electronics, Information and Communication Engineers

Innovative Technologies 2016 Special Prize for Culture

2016/10Conferment Institution:Ministry of Economy, Trade and Industry

MIRU Nagao Award (Best Paper Award)

2009/07

Young Author Award

2006/12Conferment Institution:IEEE Computer Society Japan Chapter

MIRU2006 Excellent Paper Award

2006/07

Harold Grad Memorial Prize (Courant Institute of Mathematical Sciences)

2000/04Conferment Institution:Courant Institute of Mathematical Sciences, New York University

Interview Guide

Category
Informatics

Research Field

Keywords

Computer Vision, Discrete Optimization, Pattern Analysis,Artificial Intelligence, Deep Learning

Grants-in-Aid for Scientific Research classification

Informatics / Human informatics / Intelligent robotics

Paper

Real-Time Data-Driven Interactive Rough Sketch Inking

E. Simo-Serra, S. Iizuka, and H. Ishikawa

ACM Transactions on Graphics (Proc. of SIGGRAPH2018) Peer Review Yes 37(4) 2018/08-

DOI

Detail

Publish Classification:Research paper (scientific journal)

Learning to Restore Deteriorated Line Drawing

K. Sasaki, E. Simo-Serra, S. Iizuka, and H. Ishikawa

The Visual Computer (Proc. of Computer Graphics International 2018) Peer Review Yes 34(6) p.1077 - 10852018/06-

DOI

Detail

Publish Classification:Research paper (scientific journal)

Medical Image Segmentation by Higher-Order Energy Minimization

Y. Kitamura and H. Ishikawa

IEICE Transactions on Information and Systems (Japanese Edition) Peer Review Yes Invitation Yes J101-D(1) p.3 - 262018/01-

DOI

Detail

Publish Classification:Research paper (scientific journal)

Mastering Sketching: Adversarial Augmentation for Structured Prediction

E. Simo-Serra, S. Iizuka, and H. Ishikawa

ACM Transactions on Graphics Peer Review Yes 37(1) 2018/01-

DOI

Detail

Publish Classification:Research paper (scientific journal)

Flooding-based segmentation for contactless hand biometrics oriented to mobile devices

Gonzalo Bailador, Belén Ríos-Sánchez, Raúl Sánchez-Reillo, Hiroshi Ishikawa, and Carmen Sánchez-Ávila

IET Biometrics Peer Review Yes 7(5) p.431 - 4382018/05-

DOI

Detail

Publish Classification:Research paper (scientific journal)

Globally and Locally Consistent Image Completion

S. Iizuka, E. Simo-Serra, and H. Ishikawa

ACM Transactions on Graphics (Proc. of SIGGRAPH2017) Peer Review Yes 36(4) 2017/07-

DOI

Detail

Publish Classification:Research paper (scientific journal)

Learning to Simplify: Fully Convolutional Networks for Rough Sketch Cleanup

E. Simo-Serra, S. Iizuka, K. Sasaki, and H. Ishikawa

ACM Transactions on Graphics (Proc. of SIGGRAPH2016) Peer Review Yes 35(4) 2016/07-

DOI

Detail

Publish Classification:Research paper (scientific journal)

Let there be Color!: Joint End-to-end Learning of Global and Local Image Priors for Automatic Image Colorization with Simultaneous Classification

S. Iizuka, E. Simo-Serra, and H. Ishikawa

ACM Transactions on Graphics (Proc. of SIGGRAPH2016) Peer Review Yes 35(4) 2016/07-

DOI

Detail

Publish Classification:Research paper (scientific journal)

Data-Dependent Higher-Order Clique Selection for Artery-Vein Segmentation by Energy Minimization

Y. Kitamura, Y. Li, W. Ito, H. Ishikawa

International Journal of Computer Vision Peer Review Yes 117(2) p.142 - 1582016/04-

DOI

Detail

Publish Classification:Research paper (scientific journal)

Transformation of General Binary MRF Minimization to the First Order Case

H. Ishikawa

IEEE Transactions on Pattern Analysis and Machine Intelligence Peer Review Yes 33(6) p.1234 - 12492011/06-

DOI

Detail

Publish Classification:Research paper (scientific journal)

Illusory Volumes in Human Stereo Perception

H. Ishikawa and D. Geiger

Vision Research Peer Review Yes 46(1,2) p.171 - 1782006/01-

DOI

Detail

Publish Classification:Research paper (scientific journal)

Exact Optimization for Markov Random Fields with Convex Priors

H. Ishikawa

IEEE Transactions on Pattern Analysis and Machine Intelligence Peer Review Yes 25(10) p.1333 - 13362003/10-

DOI

Detail

Publish Classification:Research paper (scientific journal)

Globally Optimal Regions and Boundaries as Minimum Ratio Cycles

I. H. Jermyn and H. Ishikawa

IEEE Transactions on Pattern Analysis and Machine Intelligence Peer Review Yes 23(10) p.1075 - 10882001/10-

DOI

Detail

Publish Classification:Research paper (scientific journal)

Temporal Distance Matrices for Squat Classification

R. Ogata, E. Simo-Serra, S. Iizuka, and H. Ishikawa

Fifth International Workshop on Computer Vision in Sports (CVsports) at the IEEE Conference on Computer Vision and Pattern Recognition (CVPR2019) Peer Review Yes 2019/06-

Detail

Publish Classification:Research paper (international conference proceedings)

Optimization-Based Data Generation for Photo Enhancement

M. Omiya, Y. Horiuchi, E. Simo-Serra, S. Iizuka, and H. Ishikawa

New Trends in Image Restoration and Enhancement Workshop (NITRE2019) at the IEEE Conference on Computer Vision and Pattern Recognition (CVPR2019) Peer Review Yes 2019/06-

Detail

Publish Classification:Research paper (international conference proceedings)

Spectral Normalization and Relativistic Adversarial Training for Conditional Pose Generation with Self-Attention

Y. Horiuchi, E. Simo-Serra, S. Iizuka, and H. Ishikawa

The 16th International Conference on Machine Vision Applications (MVA 2019) Peer Review Yes 2019/05-

DOI

Detail

Publish Classification:Research paper (international conference proceedings)

Re-staining Pathology Images by FCNN

M. Fujitani, Y. Mochizuki, S. Iizuka, E. Simo-Serra, H. Kobayashi, C. Iwamoto, K. Ohuchida, M. Hashizume, H. Hontani, and H. Ishikawa

The 16th International Conference on Machine Vision Applications (MVA 2019) Peer Review Yes 2019/05-

DOI

Detail

Publish Classification:Research paper (international conference proceedings)

Learning Photo Enhancement by Black-Box Model Optimization Data Generation

M. Omiya, E. Simo-Serra, S. Iizuka, and H. Ishikawa

SIGGRAPH Asia 2018 Technical Briefs Peer Review Yes 2018/12-

DOI

Detail

Publish Classification:Research paper (international conference proceedings)

What Makes a Style: Experimental Analysis of Fashion Prediction

M. Takagi, E. Simo-Serra, S. Iizuka, and H. Ishikawa

Computer Vision for Fashion Workshop at the International Conference on Computer Vision (CVF-ICCV2017) Peer Review Yes 2017/10-

DOI

Detail

Publish Classification:Research paper (international conference proceedings)

Multi-Label Fashion Image Classification with Minimal Human Supervision

N. Inoue, E. Simo-Serra, T. Yamasaki, and H. Ishikawa

Computer Vision for Fashion Workshop at the International Conference on Computer Vision (CVF-ICCV2017) Peer Review Yes 2017/10-

DOI

Detail

Publish Classification:Research paper (international conference proceedings)

Adaptive Energy Selection for Content-Aware Image Resizing

K. Sasaki, Y. Nagahama, Z. Ze, S. Iizuka, E. Simo-Serra, Y. Mochizuki, and H. Ishikawa

Fourth Asian Conference on Pattern Recognition (ACPR2017) Peer Review Yes 2017/11-

Detail

Publish Classification:Research paper (international conference proceedings)

Joint Gap Detection and Inpainting of Line Drawings

K. Sasaki, S. Iizuka, E. Simo-Serra, and H. Ishikawa

IEEE Computer Society Conference on Computer Vision and Pattern Recognition. (CVPR2017) Peer Review Yes p.5725 - 57332017/07-

DOI

Detail

Publish Classification:Research paper (international conference proceedings)

Multiple-organ Segmentation by Graph Cuts with Supervoxel Nodes

T. Takaoka, Y. Mochizuki, and H. Ishikawa

The 15th IAPR International Conference on Machine Vision Applications (MVA 2017) Peer Review Yes p.424 - 4272017/05-

DOI

Detail

Publish Classification:Research paper (international conference proceedings)

Unsupervised Video Object Segmentation by Supertrajectory Labeling

M. Masuda, Y. Mochizuki, and H. Ishikawa

The 15th IAPR International Conference on Machine Vision Applications (MVA 2017) Peer Review Yes p.448 - 4512017/05-

DOI

Detail

Publish Classification:Research paper (international conference proceedings)

Banknote Portrait Detection Using Convolutional Neural Network

R. Kitagawa, Y. Mochizuki, S. Iizuka, E. Simo-Serra, H. Matsuki, N. Natori, and H. Ishikawa

The 15th IAPR International Conference on Machine Vision Applications (MVA 2017) Peer Review Yes p.440 - 4432017/05-

DOI

Detail

Publish Classification:Research paper (international conference proceedings)

Detection by Classification of Buildings in Multispectral Satellite Imagery

T. Ishii, E. Simo-Serra, S. Iizuka, Y. Mochizuki, A. Sugimoto, H. Ishikawa, and R. Nakamura

The 23rd International Conference on Pattern Recognition (ICPR2016) Peer Review Yes p.3344 - 33492016/12-

DOI

Detail

Publish Classification:Research paper (international conference proceedings)

Room Reconstruction from a Single Spherical Image by Higher-Order Energy Minimization

K. Fukano, Y. Mochizuki, E. Simo-Serra, S. Iizuka, A. Sugimoto, and H. Ishikawa

The 23rd International Conference on Pattern Recognition (ICPR2016) Peer Review Yes p.1768 - 17732016/12-

DOI

Detail

Publish Classification:Research paper (international conference proceedings)

Fashion Style in 128 Floats: Joint Ranking and Classification using Weak Data for Feature Extraction

E. Simo-Serra and H. Ishikawa

IEEE Computer Society Conference on Computer Vision and Pattern Recognition. (CVPR2016) Peer Review Yes p.298 - 3072016/06-

DOI

Detail

Publish Classification:Research paper (international conference proceedings)

Psoas major muscle segmentation using higher-order shape prior

T. Inoue, Y. Kitamura, Y. Li, W. Ito, H. Ishikawa

MICCAI Workshop on Medical Computer Vision: Algorithms for Big Data (MICCAI-MCV 2015) Peer Review Yes 2015/10-

DOI

Detail

Publish Classification:Research paper (international conference proceedings)

Surface Object Recognition with CNN and SVM in Landsat 8 Images

T. Ishii, Y. Mochizuki, H. Nakada, R. Nakamura, and H. Ishikawa

The 14th IAPR International Conference on Machine Vision Applications (MVA 2015) Peer Review Yes 2015/05-

DOI

Detail

Publish Classification:Research paper (international conference proceedings)

Three-DoF Pose Estimation of Asteroids by Appearance-based Linear Regression with Divided Parameter Space

N. Kobayashi, Y. Oyamada, Y. Mochizuki, and H. Ishikawa

The 14th IAPR International Conference on Machine Vision Applications (MVA 2015) Peer Review Yes 2015/05-

DOI

Detail

Publish Classification:Research paper (international conference proceedings)

Multiple-Organ Segmentation Based on Spatially-Divided Neighboring Data Energy

M. Morita, A. Okagawa, Y. Oyamada, Y. Mochizuki, and H. Ishikawa

The 14th IAPR International Conference on Machine Vision Applications (MVA 2015) Peer Review Yes 2015/05-

DOI

Detail

Publish Classification:Research paper (international conference proceedings)

Multi-Organ Segmentation by Minimization of Higher-Order Energy for CT Boundary

A. Okagawa, Y. Mochizuki, Y. Oyamada, and H. Ishikawa

The 14th IAPR International Conference on Machine Vision Applications (MVA 2015) Peer Review Yes 2015/05-

DOI

Detail

Publish Classification:Research paper (international conference proceedings)

A HOG-Based Hand Gesture Recognition System on a Mobile Device

L. Prasuhn, Y. Oyamada, Y. Mochizuki, and H. Ishikawa

IEEE International Conference on Image Processing (ICIP2014) Peer Review Yes 2014/10-

DOI

Detail

Publish Classification:Research paper (international conference proceedings)

Coronary Lumen and Plaque Segmentation from CTA Using Higher-Order Shape Prior

Y. Kitamura, Y. Li, W. Ito, H. Ishikawa

The 17th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI2014) Peer Review Yes p.339 - 3472014-

DOI

Detail

Publish Classification:Research paper (international conference proceedings)

Higher-Order Clique Reduction without Auxiliary Variables

H. Ishikawa

IEEE Computer Society Conference on Computer Vision and Pattern Recognition. (CVPR2014) Peer Review Yes p.1362 - 13692014/06-

DOI

Detail

Publish Classification:Research paper (international conference proceedings)

Adaptive higher-order submodular potentials for pulmonary artery-vein segmentation

Y. Kitamura, Y. Li, W. Ito, H. Ishikawa

Fifth International Workshop on Pulmonary Image Analysis. Peer Review Yes 2013-

Detail

Publish Classification:Research paper (international conference proceedings)

Generalized Roof Duality for Multi-Label Optimization: Optimal Lower Bounds and Persistency

T. Windheuser, H. Ishikawa, and D. Cremers

Twelfth European Conference on Computer Vision (ECCV2012) Peer Review Yes 2012/10-

DOI

Detail

Publish Classification:Research paper (international conference proceedings)

Higher-Order Gradient Descent by Fusion-Move Graph Cut

H. Ishikawa

IEEE International Conference on Computer Vision (ICCV2009) Peer Review Yes p.568 - 5742009-

DOI

Detail

Publish Classification:Research paper (international conference proceedings)

Higher-Order Clique Reduction in Binary Graph Cut

H. Ishikawa

IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR2009) Peer Review Yes p.2993 - 30002009-

DOI

Detail

Publish Classification:Research paper (international conference proceedings)

Total Absolute Gaussian Curvature for Stereo Prior

H. Ishikawa

Asian Conference on Computer Vision (ACCV2007) Peer Review Yes p.537 - 5482007-

DOI

Detail

Publish Classification:Research paper (international conference proceedings)

Representation and Measure of Structural Information

H. Ishikawa

arXiv 2007-

DOI

Detail

Publish Classification:Research paper(others)

Rethinking the Prior Model for Stereo

H. Ishikawa and D. Geiger

European Conference on Computer Vision (ECCV2006) Peer Review Yes p.526 - 5372006-

DOI

Detail

Publish Classification:Research paper (international conference proceedings)

Finding Tree Structures by Grouping Symmetries

H. Ishikawa, D. Geiger, and R. Cole

IEEE International Conference on Computer Vision (ICCV2005) Peer Review Yes p.1132 - 11392005-

DOI

Detail

Publish Classification:Research paper (international conference proceedings)

Higher-dimensional Segmentation by Minimum-cut Algorithm

H. Ishikawa and D. Geiger

IAPR Conference on Machine Vision Applications (MVA2005) Peer Review Yes p.488 - 4912005-

Detail

Publish Classification:Research paper (international conference proceedings)

Region Extraction from Multiple Images

H. Ishikawa and I. H. Jermyn

IEEE International Conference on Computer Vision (ICCV2001) Peer Review Yes p.509 - 5162001-

DOI

Detail

Publish Classification:Research paper (international conference proceedings)

Globally Optimal Regions and Boundaries

I. H. Jermyn and H. Ishikawa

IEEE International Conference on Computer Vision (ICCV'99) Peer Review Yes p.904 - 9101999-

DOI

Detail

Publish Classification:Research paper (international conference proceedings)

Mapping Image Restoration to a Graph Problem

H. Ishikawa and D. Geiger

IEEE-EURASIP Workshop on Nonlinear Sigal and Image Processing (NSIP'99) Peer Review Yes p.189 - 1931999-

Detail

Publish Classification:Research paper (international conference proceedings)

Multi-scale Feature Selection in Stereo

H. Ishikawa

IEEE Computer Society Conference on Computer Vision and Pattern Recognition. (CVPR'99) Peer Review Yes p.1132 - 11371999-

DOI

Detail

Publish Classification:Research paper (international conference proceedings)

Segmentation by Grouping Junctions

H. Ishikawa and D. Geiger

IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'98) Peer Review Yes p.125 - 1311998-

DOI

Detail

Publish Classification:Research paper (international conference proceedings)

Occlusions, Discontinuities, and Epipolar Lines in Stereo

H. Ishikawa and D. Geiger

European Conference on Computer Vision (ECCV'98) Peer Review Yes p.232 - 2481998-

DOI

Detail

Publish Classification:Research paper (international conference proceedings)

Inference and Learning of Graphical Models: Theory and Applications in Computer Vision and Image Analysis

Wang, Chaohui; Komodakis, Nikos; Ishikawa, Hiroshi; Veksler, Olga; Boros, Endre

Computer Vision and Image Understanding 143p.52 - 532016/02-2016/02

DOIScopus

Detail

ISSN:10773142

Guest Editorial: Machine Vision Applications

Kita, Yasuyo; Ishikawa, Hiroshi; Masuda, Takeshi

International Journal of Computer Vision 122(2) p.191 - 1922017/04-2017/04

DOIScopus

Detail

ISSN:09205691

Message from the chairs

Ishikawa, Hiroshi; Okada, Ryuzo; Ukita, Norimichi; Mori, Greg

Proceedings of the 15th IAPR International Conference on Machine Vision Applications, MVA 2017 2017/07-2017/07

DOIScopus

Books And Publication

"Graph Cuts—Combinatorial Optimization in Vision" (Chapter 2), Olivier Lezoray and Leo Grady ed."Image Processing and Analysis with Graphs: Theory and Practice"

Hiroshi Ishikawa(Joint authorship)

CRC Press2012/07-

Detali

Scholarly BookISBN:9781439855072

"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"

Hiroshi Ishikawa and Olga Veksler(Joint authorship)

MIT Press2011/09-

Detali

Scholarly BookISBN:9780262015776

“Local Feature Selection and Global Energy Optimization in Stereo,” (Chapter 22, pp. 411-430), Rustam Stolkin ed. "Scene Reconstruction, Pose Estimation and Tracking"

H. Ishikawa and D. Geiger(Joint authorship)

I-Tech Education and Publishing2007-

Detali

Scholarly BookISBN:3902613066

Lecture And Oral

The Future of Computer Graphics in the Age of AI and Social Media

Hiroshi Ishikawa

Computer Graphics InternationalInvitation Yes2019/06/19

Detail

International conferenceOral presentation(invited, special)Venue:Calgary

Higher-Order Random Fields for Image Segmentation

Hiroshi Ishikawa

Computer Graphics InternationalInvitation Yes2019/06/17

Detail

International conferenceOral presentation(invited, special)Venue:Calgary

Structured Prediction by Fully Convolutional Deep Neural Networks

Hiroshi Ishikawa

Irish Machine Vision and Image Processing Conference(Irish Pattern Recognition and Classification Society)Invitation Yes2018/08/29

Detail

International conferenceOral presentation(invited, special)Venue:Belfast

Image Completion by CNN with Global and Local Consistency

Hiroshi Ishikawa

SIAM Conference on Imaging Science(Society for Industrial and Applied Mathematics)Invitation Yes2018/06/06

Detail

International conferenceOral presentation(invited, special)Venue:Bologna

Image Transformation with Deep Learning

Hiroshi Ishikawa

Seventh Symposium on Biometrics, Recognition and AuthenticationInvitation Yes2017/11/13

Detail

National conferenceOral presentation(invited, special)Venue:Tokyo

Mathematical Models of Vision and Structured Predicition Problem

Hiroshi Ishikawa

Tohoku University Graduate School of Information Sciences SeminarInvitation Yes2017/10/11

Detail

National conferenceOral presentation(invited, special)Venue:Sendai

What you see is made up in your head

Hiroshi Ishikawa

Invitation Yes2017/09/12

Detail

National conferenceOral presentation(invited, special)Venue:Yamagata

Rules and Models versus Data and Machine Learning in Graphics and Vision

Hiroshi Ishikawa

Computer Graphics InternationalInvitation Yes2017/06/29

Detail

International conferenceOral presentation(invited, special)Venue:Yokohama

Frontiers of Image Processing and Computer Graphics by Deep Learning

Hiroshi Ishikawa

Computer Graphics InternationalInvitation Yes2017/06/27

Detail

International conferenceOral presentation(invited, special)Venue:Yokohama

Image Generation by Deep Learning

Hiroshi Ishikawa

Invitation Yes2017/06/21

Detail

National conferenceOral presentation(invited, special)Venue:Tokyo

Toward a mathematical model of perception

Hiroshi Ishikawa

Invitation Yes2016/10/15

Detail

National conferenceOral presentation(invited, special)Venue:Tokyo

Automatic Image Colorization and Rough Sketch Cleanup by Deep Learning

Hiroshi Ishikawa

Invitation Yes2016/09/16

Detail

National conferenceOral presentation(invited, special)Venue:Tsukuba

Automatic Image Colorization and Rough Sketch Cleanup by Deep Learning

Hiroshi Ishikawa

ACCV2016 Area Chairs WorkshopInvitation Yes2016/08/15

Detail

International conferenceOral presentation(invited, special)Venue:Keelung

MAP Estimation of Markov Random Fields with Some Applications in Medical Imaging

Hiroshi Ishikawa

Probabilistic Graphical Model Workshop: Sparsity, Structure and High-dimensionalityInvitation Yes2016/03/23

Detail

International conferenceOral presentation(invited, special)Venue:Tachikawa

Graph Cuts: How far can you go with quadratic submodular minimization?

Hiroshi Ishikawa

18th Informatioin-Based Induction Sciences WorkshopInvitation Yes2015/11/27

Detail

National conferenceOral presentation(invited, special)Venue:Tsukuba

Higher-Order Graph Cuts and Medical Image Segmentation

Hiroshi Ishikawa

The workshop on mathematical and computational methods in biomedical imaging and image analysisInvitation Yes2015/11/24

Detail

International conferenceOral presentation(invited, special)Venue:Auckland

Maximum A Posteriori Estimation of Markov Random Fields in Vision

Hiroshi Ishikawa

Invitation Yes2015/11/12

Detail

National conferenceOral presentation(invited, special)Venue:Tokyo

Discrete Optimization in Vision

Hiroshi Ishikawa

27th RAMP SymposiumInvitation Yes2015/10/15

Detail

National conferenceOral presentation(invited, special)Venue:Hamamatsu

Vision and Recognition as Optimization

Hiroshi Ishikawa

6th Cryptography Frontier SeminarInvitation Yes2015/03/18

Detail

National conferenceOral presentation(invited, special)Venue:Noumi

Higher-order Graph Cuts

Hiroshi Ishikawa

ACCV2014 Area Chairs WorkshopInvitation Yes2014/09/03

Detail

International conferenceOral presentation(invited, special)Venue:Singapore

Graph Cuts: Since then

Hiroshi Ishikawa

Meeting on Image Recognition and UnderstandingInvitation Yes2013/07/29

Detail

National conferenceOral presentation(invited, special)Venue:Tokyo

Maximum A Posteriori Estimation in Higher-order Markov Random Fields

Hiroshi Ishikawa

SIG-FPAI, Japanese Society for Artificial IntelligenceInvitation Yes2012/11/17

Detail

National conferenceOral presentation(invited, special)Venue:Yokohama

Proposal Selection in Higher-order Graph Cuts

Hiroshi Ishikawa

25th European Conference on Operational ResearchInvitation Yes2012/07/10

Detail

International conferenceOral presentation(invited, special)Venue:Vilnius

Higher-order Optimization and Learning in Vision--A Bottom-up Approach--

Hiroshi Ishikawa

PRMU/IBISML/CVIMInvitation Yes2010/09/05

Detail

National conferenceOral presentation(invited, special)Venue:Fukuoka

Latest Trends in Energy Minimization with Graph Cuts

Hiroshi Ishikawa

IEICE Medical ImagingInvitation Yes2010/07/09

Detail

National conferenceOral presentation(invited, special)Venue:Tokushima

What is pattern? -- Non-symbolic computation and information measure of general objects

Hiroshi Ishikawa

12th Informatioin-Based Induction Sciences WorkshopInvitation Yes2009/10/21

Detail

National conferenceOral presentation(invited, special)Venue:Fukuoka

A Practical Introduction to Graph Cut

Hiroshi Ishikawa

The 3rd Pacific-Rim Symposium on Image and Video TechnologyInvitation Yes2009/01/13

Detail

International conferenceOral presentation(invited, special)Venue:Tokyo

What is pattern? -- On a theory of grounded computation

Hiroshi Ishikawa

RIMS Seminar, Kyoto UniversityInvitation Yes2008/11/12

Detail

National conferenceOral presentation(invited, special)Venue:Kyoto

Theory and Application of Graph Cuts

Hiroshi Ishikawa

The 14th Symposium on Sensing via Image InformationInvitation Yes2008/06/11

Detail

National conferenceOral presentation(invited, special)Venue:Yokohama

Organizing higher-order cliques by sparse representation

Hiroshi Ishikawa

IPAM Short Program “Graph Cuts and Related Discrete or Continuous Optimization Problems”Invitation Yes2008/02/27

Detail

International conferenceOral presentation(invited, special)Venue:Los Angeles

Graph algorithms in computer vision

Hiroshi Ishikawa

Mathematical Aspects of Image Processing and Computer VisionInvitation Yes2007/11/16

Detail

International conferenceOral presentation(invited, special)Venue:Sapporo

Graph Cuts

Hiroshi Ishikawa

IPSJ SIG-CVIMInvitation Yes2007/03/17

Detail

National conferenceOral presentation(invited, special)Venue:Kagoshima

Embedded Graph Algorithms for Computer Vision

Hiroshi Ishikawa

DIMACS Workshop on Graph Theoretic Methods in Computer VisionInvitation Yes1999/05/20

Detail

International conferenceOral presentation(invited, special)Venue:New Brunswick

Research Grants & Projects

Grant-in-aids for Scientific Research Adoption Situation

Research Classification:

Analysis of geological activities of asteroids using high definition shape models

2013/-0-2016/-0

Allocation Class:¥12350000

Research Classification:

Enhanced Generalizability by Structural Model Learning

2013/-0-2015/-0

Allocation Class:¥3770000

Research Classification:

Approximate optimization and learning of higher-order energy

2012/-0-2015/-0

Allocation Class:¥17680000

Research Classification:

Mathematical Foundations of Multidisciplinary Computational Anatomy

2014/-0-2019/-0

Allocation Class:¥139360000

Lecture Course

Course TitleSchoolYearTerm
Theoretical Computer Science ASchool of Fundamental Science and Engineering2020spring semester
Theoretical Computer Science ASchool of Fundamental Science and Engineering2020spring semester
Theoretical Computer Science A [S Grade]School of Fundamental Science and Engineering2020spring semester
Computer Science and Engineering Laboratory A (2)School of Fundamental Science and Engineering2020fall semester
Computer Science and Engineering Laboratory A [S Grade]School of Fundamental Science and Engineering2020fall semester
Theoretical Computer Science BSchool of Fundamental Science and Engineering2020fall semester
Theoretical Computer Science BSchool of Fundamental Science and Engineering2020fall semester
Theoretical Computer Science B [S Grade]School of Fundamental Science and Engineering2020fall semester
Computer Science and Engineering Laboratory BSchool of Fundamental Science and Engineering2020spring semester
Computer Science and Engineering Laboratory B [S Grade]School of Fundamental Science and Engineering2020spring semester
Bachelor Thesis ASchool of Fundamental Science and Engineering2020full year
Bachelor Thesis A [S Grade]School of Fundamental Science and Engineering2020full year
Bachelor Thesis BSchool of Fundamental Science and Engineering2020full year
Bachelor Thesis B [S Grade]School of Fundamental Science and Engineering2020full year
Project Research ASchool of Fundamental Science and Engineering2020spring semester
Computer Science and Engineering Laboratory CSchool of Fundamental Science and Engineering2020fall semester
Computer Science and Engineering Laboratory C [S Grade]School of Fundamental Science and Engineering2020fall semester
Project Research BSchool of Fundamental Science and Engineering2020fall semester
Computer Vision and Pattern AnalysisSchool of Fundamental Science and Engineering2020spring semester
Computer Vision and Pattern AnalysisSchool of Fundamental Science and Engineering2020spring semester
Computer Vision and Pattern AnalysisSchool of Fundamental Science and Engineering2020spring semester
Computer VisionSchool of Fundamental Science and Engineering2020spring semester
Computer VisionSchool of Fundamental Science and Engineering2020spring semester
Communications and Computer Engineering Laboratory ASchool of Fundamental Science and Engineering2020fall semester
Communications and Computer Engineering Laboratory A [S Grade]School of Fundamental Science and Engineering2020fall semester
Communications and Computer Engineering Laboratory BSchool of Fundamental Science and Engineering2020spring semester
Communications and Computer Engineering Laboratory B [S Grade]School of Fundamental Science and Engineering2020spring semester
Bachelor Thesis ASchool of Fundamental Science and Engineering2020full year
Bachelor Thesis A [S Grade]School of Fundamental Science and Engineering2020full year
Bachelor Thesis BSchool of Fundamental Science and Engineering2020full year
Bachelor Thesis B [S Grade]School of Fundamental Science and Engineering2020full year
Project Research ASchool of Fundamental Science and Engineering2020spring semester
Project Research BSchool of Fundamental Science and Engineering2020fall semester
Research Project BSchool of Fundamental Science and Engineering2020spring semester
Research Project BSchool of Fundamental Science and Engineering2020spring semester
Research Project BSchool of Fundamental Science and Engineering2020spring semester
Research Project B [S Grade]School of Fundamental Science and Engineering2020spring semester
Research Project CSchool of Fundamental Science and Engineering2020fall semester
Research Project CSchool of Fundamental Science and Engineering2020fall semester
Research Project C [S Grade]School of Fundamental Science and Engineering2020fall semester
Research Project C [S Grade]School of Fundamental Science and Engineering2020fall semester
Research Project ASchool of Fundamental Science and Engineering2020fall semester
Research Project ASchool of Fundamental Science and Engineering2020fall semester
Research Project DSchool of Fundamental Science and Engineering2020spring semester
Research Project DSchool of Fundamental Science and Engineering2020spring semester
Communications and Computer Engineering LaboratorySchool of Fundamental Science and Engineering2020fall semester
Computer Science and Communications Engineering Laboratory ASchool of Fundamental Science and Engineering2020fall semester
Computer Science and Engineering LaboratorySchool of Fundamental Science and Engineering2020fall semester
Computer Science and Engineering LaboratorySchool of Fundamental Science and Engineering2020fall semester
Computer Science and Communications Engineering Laboratory A [S Grade]School of Fundamental Science and Engineering2020fall semester
Introduction to Computers and NetworksSchool of Fundamental Science and Engineering2020spring semester
Project ResearchSchool of Fundamental Science and Engineering2020spring semester
Computer Science and Communications Engineering Laboratory BSchool of Fundamental Science and Engineering2020spring semester
Master's Thesis (Department of Computer Science and Communications Engineering)Graduate School of Fundamental Science and Engineering2020full year
Research on Computer Vision and Pattern AnalysisGraduate School of Fundamental Science and Engineering2020full year
Research on Computer Vision and Pattern AnalysisGraduate School of Fundamental Science and Engineering2020full year
Computer Vision and Pattern AnalysisGraduate School of Fundamental Science and Engineering2020spring semester
Computer Vision and Pattern AnalysisGraduate School of Fundamental Science and Engineering2020spring semester
Special Laboratory A in Computer Science and Communications EngineeringGraduate School of Fundamental Science and Engineering2020spring semester
Special Laboratory A in Computer Science and Communications EngineeringGraduate School of Fundamental Science and Engineering2020spring semester
Special Laboratory B in Computer Science and Communications EngineeringGraduate School of Fundamental Science and Engineering2020fall semester
Special Laboratory B in Computer Science and Communications EngineeringGraduate School of Fundamental Science and Engineering2020fall semester
Seminar on Computer Vision and Pattern Analysis AGraduate School of Fundamental Science and Engineering2020spring semester
Seminar on Computer Vision and Pattern Analysis AGraduate School of Fundamental Science and Engineering2020spring semester
Seminar on Computer Vision and Pattern Analysis BGraduate School of Fundamental Science and Engineering2020fall semester
Seminar on Computer Vision and Pattern Analysis BGraduate School of Fundamental Science and Engineering2020fall semester
Seminar on Computer Vision and Pattern Analysis CGraduate School of Fundamental Science and Engineering2020spring semester
Seminar on Computer Vision and Pattern Analysis CGraduate School of Fundamental Science and Engineering2020spring semester
Seminar on Computer Vision and Pattern Analysis DGraduate School of Fundamental Science and Engineering2020fall semester
Seminar on Computer Vision and Pattern Analysis DGraduate School of Fundamental Science and Engineering2020fall semester
Master's Thesis (Department of Computer Science and Communications Engineering)Graduate School of Fundamental Science and Engineering2020full year
Research on Computer Vision and Pattern AnalysisGraduate School of Fundamental Science and Engineering2020full year
Research on Computer VisionGraduate School of Fundamental Science and Engineering2020full year
Special Seminar A in Computer Science and Communications EngineeringGraduate School of Fundamental Science and Engineering2020spring semester
Special Seminar B in Computer Science and Communications EngineeringGraduate School of Fundamental Science and Engineering2020fall semester