西野 恒

Last Update: 2019/11/09 15:25:19

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Name(Kanji/Kana/Abecedarium Latinum)
西野 恒/ニシノ コウ/Nishino, Ko
Primary Affiliation(Org1/Job title)
Graduate Schools Informatics/Professor
Faculty
Org1 Job title
工学部
Contact Address
Type Address(Japanese) Address(English)
Office 606-8501 京都市左京区吉田本町 京都大学情報学研究科知能情報学専攻コンピュータビジョン分野 Department of Intelligence Science and Technology, Graduate School of Kyoto University, Yoshida-Honmachi, Sakyo, Kyoto 606-8501, JAPAN
Phone
Type Number
Office 075-753-4891
E-mail Address
E-mail address
nishino.ko.5a @ kyoto-u.ac.jp
Academic Organizations Overaseas You are Affiliated to
Organization name Country
IEEE USA
ACM USA
Academic Degree
Field(Japanese) Field(English) University(Japanese) University(English) Method
修士(工学) Master of Engineering 東京大学 University of Tokyo
博士(理学) Doctor of Science 東京大学 University of Tokyo
Graduate School
University(Japanese) University(English) Faculty(Japanese) Faculty(English) Major(Japanese) Major(English) Degree
東京大学 University of Tokyo 大学院工学系研究科電子情報工学専攻修士課程 School of Engineering Department of Information and Communication Engineering 修了
東京大学 University of Tokyo 大学院理学系研究科情報科学専攻博士課程 School of Science Department of Computer Science 修了
Undergraduate School / Major(s)
University(Japanese) University(English) Faculty(Japanese) Faculty(English) Major(s)(Japanese) Major(s)(English) Degree
東京大学 University of Tokyo 工学部電子情報工学科 Faculty of Engineering Department of Information and Communication Engineering 卒業
Work Experience
Period Organization(Japanese) Organization(English) Job title(Japanese) Job title(English)
2005/09/01-2018/03/31 ドレクセル大学 Drexel University 教授 Professor
2002/09/01-2005/08/31 コロンビア大学 Columbia University 博士研究員 Postdoctoral Research Scientist
2014/07/01- ペンシルベニア大学 University of Pennsylvania 客員教授 Adjunct Professor
2015/04/01- 国立情報学研究所 National Institute of Informatics 客員教授 Adjunct Professor
Personal Website(s) (URL(s))
URL
http://vision.ist.i.kyoto-u.ac.jp/
ORCID ID
https://orcid.org/0000-0002-3534-3447
researchmap URL
https://researchmap.jp/7000023087
Overview of the research
(Japanese)
本研究室では,コンピュータビジョン,すなわちコンピュータに視覚知能を与えるための理論的基盤とその実装,ならびに,そこから得られる知見の人間の視覚知能の解明への応用に関する研究をおこなっています.主に機械学習や光学を道具とし,単純に画像や映像を効率的に消費するための手段にとどまらない,ただ見るだけではなく,知覚として「視る」ためのコンピュータビジョンの実現を目指しています.特に「人を視る」「物を視る」「よりよく見る」、すなわち見た目に映された人の内面や考えを推し量るための視覚情報処理、物の見えから手繰りうる、行動を起こすための環境や物体属性の推定、さらには今まで得難かった視覚情報を復元抽出するための技術の開発を三つの柱として研究を進めています。
(English)
Neural substrates dedicated to vision is said to occupy about 40 percent of the cerebral cortex. Realizing computer vision as a truly intelligent perceptual modality is fundamental for artificial intelligence, and would also inform our understanding of human visual intelligence. Towards computational visual intelligence, our research is focused on establishing the theoretical foundations and efficient implementations of computational methods for better understanding people, objects and scenes from their appearance in images and video, as well as the development of novel computational imaging systems that can see beyond what we see.
Fields of research (key words)
Key words(Japanese) Key words(English)
コンピュータビジョン Computer Vision
視覚情報処理 Visual Information Processing
機械学習 Machine Learning
人工知能 Artificial Intelligence
Published Papers
Author Author(Japanese) Author(English) Title Title(Japanese) Title(English) Bibliography Bibliography(Japanese) Bibliography(English) Publication date Refereed paper Language Publishing type Disclose
Satoshi Murai, Meng-Yu Jennifer Kuo, Ryo Kawahara, Shohei Nobuhara, Ko Nishino Satoshi Murai, Meng-Yu Jennifer Kuo, Ryo Kawahara, Shohei Nobuhara, Ko Nishino Surface Normals and Shape From Water Surface Normals and Shape From Water Surface Normals and Shape From Water The IEEE International Conference on Computer Vision (ICCV), 7830-7838 IEEE International Conference on Computer Vision (ICCV), 7830-7838 The IEEE International Conference on Computer Vision (ICCV), 7830-7838 2019/10 Refereed English Research paper(international conference proceedings) Disclose to all
Hiroki Okawa, Mihiko Shimano, Yuta Asano, Ryoma Bise, Ko Nishino, Imari Sato Hiroki Okawa, Mihiko Shimano, Yuta Asano, Ryoma Bise, Ko Nishino, Imari Sato Estimation of Wetness and Color From A Single Multispectral Image Estimation of Wetness and Color From A Single Multispectral Image Estimation of Wetness and Color From A Single Multispectral Image IEEE Trans. on Pattern Analysis and Machine Intelligence, Online First IEEE Trans. on Pattern Analysis and Machine Intelligence, Online First IEEE Trans. on Pattern Analysis and Machine Intelligence, Online First 2019/03 Refereed English Research paper(scientific journal) Disclose to all
Gabriel Schwartz and Ko Nishino Gabriel Schwartz and Ko Nishino Recognizing Material Properties from Images Recognizing Material Properties from Images Recognizing Material Properties from Images IEEE Trans. on Pattern Analysis and Machine Intelligence, Online First IEEE Trans. on Pattern Analysis and Machine Intelligence, Online First IEEE Trans. on Pattern Analysis and Machine Intelligence, Online First 2019/03 Refereed English Research paper(scientific journal) Disclose to all
Thanh-Trung Ngo, Hajime Nagahara, Ko Nishino, Rin-ichiro Taniguchi and Yasushi Yagi Thanh-Trung Ngo, Hajime Nagahara, Ko Nishino, Rin-ichiro Taniguchi and Yasushi Yagi Reflectance and Shape Estimation with a Light Field Camera Under Natural Illumination Reflectance and Shape Estimation with a Light Field Camera Under Natural Illumination Reflectance and Shape Estimation with a Light Field Camera Under Natural Illumination International Journal of Computer Vision, First Online, 1-16 International Journal of Computer Vision, First Online, 1-16 International Journal of Computer Vision, First Online, 1-16 2019/02 Refereed English Research paper(scientific journal) Disclose to all
Shijie Nie, Ilyes Kacher, Lin Gu, Art Subpa-asa, Imari Sato, Ko Nishino Shijie Nie, Ilyes Kacher, Lin Gu, Art Subpa-asa, Imari Sato, Ko Nishino Shijie Nie, Ilyes Kacher, Lin Gu, Art Subpa-asa, Imari Sato, Ko Nishino A Data-Driven Approach for Direct and Global Component Separation from a Single Image A Data-Driven Approach for Direct and Global Component Separation from a Single Image A Data-Driven Approach for Direct and Global Component Separation from a Single Image Asian Conference on Computer Vision Asian Conference on Computer Vision Asian Conference on Computer Vision 2018/12 Refereed English Research paper(international conference proceedings) Disclose to all
Ko Nishino, Art Subpa-asa, Yuta Asano, Mihoko Shimano, and Imari Sato, Ko Nishino, Art Subpa-asa, Yuta Asano, Mihoko Shimano, and Imari Sato, Ko Nishino, Art Subpa-asa, Yuta Asano, Mihoko Shimano, and Imari Sato, Variable Ring Light Imaging: Capturing Transient Subsurface Scattering with An Ordinary Camera Variable Ring Light Imaging: Capturing Transient Subsurface Scattering with An Ordinary Camera Variable Ring Light Imaging: Capturing Transient Subsurface Scattering with An Ordinary Camera European Conference on Computer Vision European Conference on Computer Vision European Conference on Computer Vision 2018/09 Refereed English Research paper(international conference proceedings) Disclose to all
Title language:
Conference Activities & Talks
Title Title(Japanese) Title(English) Conference Conference(Japanese) Conference(English) Promotor Promotor(Japanese) Promotor(English) Date Language Assortment Disclose
AIで視る[Invited] AIで視る [Invited] 工学部オープンセミナーおよび工学部公開講座 工学部オープンセミナーおよび工学部公開講座 2019/07/27 Japanese Public discourse, seminar, tutorial, course, lecture and others Disclose to all
Seeing More with Computers[Invited] コンピュータでより良く見る [Invited] Seeing More with Computers [Invited] 6th Kyoto University Inamori Foundation Joint Kyoto Prize Symposium 第六回 京都大学-稲盛財団合同京都賞シンポジウム 6th Kyoto University Inamori Foundation Joint Kyoto Prize Symposium 2019/06/29 Symposium workshop panel(nominated) Disclose to all
水と光[Invited] 水と光 [Invited] 玉川大学 脳科学研究所 社会神経科学共同研究拠点研究会「世界と社会における色と質感」 玉川大学 脳科学研究所 社会神経科学共同研究拠点研究会「世界と社会における色と質感」 2019/05/29 Japanese Oral presentation(invited, special) Disclose to all
Estimating, Recognizing, and Capturing Real-World Materials[Invited] Estimating, Recognizing, and Capturing Real-World Materials [Invited] Estimating, Recognizing, and Capturing Real-World Materials [Invited] STW 2019 STW 2019 STW 2019 2019/05/14 English Oral presentation(invited, special) Disclose to all
Freeing Computer Vision from Its Fundamental Limits[Invited] Freeing Computer Vision from Its Fundamental Limits [Invited] Freeing Computer Vision from Its Fundamental Limits [Invited] Computational Color Imaging Workshop 2019 Computational Color Imaging Workshop 2019 Computational Color Imaging Workshop 2019 2019/03/27 English Public discourse, seminar, tutorial, course, lecture and others Disclose to all
コンピュータで視る[Invited] コンピュータで視る [Invited] AIITイノベーションデザインフォーラム AIITイノベーションデザインフォーラム 2019/01/29 Japanese Oral presentation(invited, special) Disclose to all
コンピュータで視る未来社会[Invited] コンピュータで視る未来社会 [Invited] 創設80周年記念産研テクノサロンスペシャル1 創設80周年記念産研テクノサロンスペシャル1 2018/11/09 Japanese Oral presentation(invited, special) Disclose to all
Freeing Computer Vision from Its Fundamental Limits[Invited] コンピュータビジョンの限界突破 [Invited] Freeing Computer Vision from Its Fundamental Limits [Invited] IEICE Technical Committee Submission System 電子情報通信学会 スマートインフォメディアシステム研究会 IEICE Technical Committee Submission System 2018/10/25 Japanese Oral presentation(invited, special) Disclose to all
Variable Ring Light Imaging: Capturing Transient Subsurface Scattering with An Ordinary Camera Variable Ring Light Imaging: Capturing Transient Subsurface Scattering with An Ordinary Camera Variable Ring Light Imaging: Capturing Transient Subsurface Scattering with An Ordinary Camera European Conference on Computer Vision European Conference on Computer Vision European Conference on Computer Vision 2018/09/12 English Poster presentation Disclose to all
Title language:
Patents
Inventor(s) Inventor(s) (Japanese) Inventor(s) (English) Title Title(Japanese) Title(English) Stage Patent number Date Disclose
西野 恒、佐藤いまり、浅野祐太、鄭銀強 西野 恒、佐藤いまり、浅野祐太、鄭銀強 形状測定装置及び方法 形状測定装置及び方法 特許出願 特願PCT/JP2017/036510 2017/10/06 Disclose to all
Title language:
Newspaper articles
Title Media name Column name Date
物体表面の光伝搬、通常カメラで可視化 京大など 日刊工業新聞 科学技術・大学 2018/09/19
京大ら,可視光下で物体表層の光の伝搬過程を可視化 OPTRONICS ONLINE 2018/09/10
通常のカメラを用いた物体表層における光伝搬の可視化に成功/可変リングライト撮像による物体表層構造の可視化手法の開発 日本の研究 注目のプレスリリース 2018/09/07
External funds: competitive funds and Grants-in-Aid for Scientific Research (Kakenhi)
Type Position Title(Japanese) Title(English) Period
国際共同研究加速基金(帰国発展研究) Representative 精緻で豊かな計算機視覚の実現に向けた認識と復元の統合 2018/04/01-2021/03/31
新学術領域(領域提案型) Assignment コンピュータビジョンで実現する多様で複雑な質感の認識機構 2018/04/01-2019/03/31
国際共同研究加速基金(帰国発展研究) Representative 精緻で豊かな計算機視覚の実現に向けた認識と復元の統合 (平成30年度分) 2018/04/01-2019/03/31
新学術領域(領域提案型) Assignment コンピュータビジョンで実現する多様で複雑な質感の認識機構 2019/04/01-2020/03/31
External funds: other than those above
System Main person Title(Japanese) Title(English) Period
Australian Research Council Discovery Project Barton Anderson Perceiving and misperceiving the causes of optical structure 2019/01/01-2021/12/31
Teaching subject(s)
Name(Japanese) Name(English) Term Department Period
コンピュータビジョン Computer Vision 後期 情報学研究科 2019/04-2020/03
ディジタル信号処理 Digital Signal Processing 後期 工学部 2019/04-2020/03
情報科学基礎論 Introduction to Information Science 前期 全学共通科目 2019/04-2020/03
情報科学基礎論 Introduction to Information Science 前期 情報学研究科 2019/04-2020/03
パターン認識特論 Pattern Recognition, Adv. 前期 情報学研究科 2019/04-2020/03
Faculty management (title, position)
Title Period
教務委員会委員 2018/04/01-2019/03/31
教務委員会委員長 2019/04/01-2020/03/31
Academic organizations (editor, editing team)
Organization name(Japanese) Organization name(English) Journal name(Japanese) Journal name(English) Title Period
International Journal of Computer Vision Associate Editor 2010-
IEEE Transactions on Pattern Analysis and Machine Intelligence Associate Editor 2015-
IPSJ Transactions on Computer Vision and Applications Associate Editor in Chief 2017-
Machine Vision and Applications Associate Editor 2013-2017
IPSJ Transactions on Computer Vision and Applications Associate Editor 2010-2014
Academic organizaions (conference administrator)
Organization name Group name Title Period
AFCV Asian Conference on Computer Vision General Chair 2020-
IEEE/CVF International Conference on Computer Vision Area Chair 2019-
IAPR International Conference on Machine Vision Applications Area Chair 2019-
IEEE/CVF Conference on Computer Vision and Pattern Recognition Area Chair 2018-
IEEE/CVF International Conference on Computer Vision Area Chair 2017-
IEEE/CVF Conference on Computer Vision and Pattern Recognition Area Chair 2017-
AFCV Asian Conference on Computer Vision Program Chair 2016-
IEEE/CVF International Conference on Computer Vision Area Chair 2015-
European Conference on Computer Vision Area Chair 2014-
AFCV Asian Conference on Computer Vision Area Chair 2014-
IEEE Conference on Computer Vision and Pattern Recognition Area Chair 2012-
IEEE/RSJ International Conference on Intelligent Robots and Systems Area Editor 2012-
IEEE First Workshop on Modeling, Simulation and Visual Analysis of Large Crowds Program Chair 2011-
IEEE Applications of Computer Vision in Archaeology Publications Chair 2010-

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Number of times you hosted foreign researchers (long-term)
Visitor name Organization Department Research theme Country Period
Jianbo Shi University of Pennsylvania Department of Computer and Information Science USA 2018/12/12-2019/02/28
Todd Zickler Harvard University School of Engineering and Applied Sciences USA 2019/01/01-2019/06/30
Number of times you have hosted foreign researchers (short-term)
Visitor name Organization Country Date
Barton Anderson University of Sydney Australia 2019/06/06-2019/06/13