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2011 Fiscal Year Final Research Report

Establishing the Information Theoretical Approach to Active Sensing and Recognition

Research Project

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Project/Area Number 21360194
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section一般
Research Field Measurement engineering
Research InstitutionTohoku University

Principal Investigator

DEGUCHI Koichiro  東北大学, 大学院・情報科学研究科, 教授 (30107544)

Co-Investigator(Renkei-kenkyūsha) OKATANI Takayuki  東北大学, 大学院・情報科学研究科, 准教授 (00312637)
SAGA Satoshi  東北大学, 大学院・情報科学研究科, 助教 (10451535)
Project Period (FY) 2009 – 2011
Keywords計測理論 / 能動センシング / 情報エントロピー / センシング情報学 / グローカルセンシング / 運動視覚 / 画像理解
Research Abstract

We achieved the main object of this research project to establish a methodology of information theoretical approach for active sensing systems. With this achievement, we have also established an analysis of mechanisms of control in human visual sensing activities. We considered how our human sensors work out their strategy to obtain most effective information. The main key was the"mutual information", which estimates the amount of information flow between an information source point and its destination. Based on this notion, we accomplished a new framework of description for active sensing systems.

  • Research Products

    (12 results)

All 2011 2010 2009 Other

All Journal Article (5 results) (of which Peer Reviewed: 5 results) Presentation (6 results) Remarks (1 results)

  • [Journal Article] Introduction to Pattern Recognition and Computer Vision2011

    • Author(s)
      Koichiro Deguchi
    • Journal Title

      Interdisciplinary Information Sciences

      Volume: Vol.17, No.2 Pages: 49-129

    • Peer Reviewed
  • [Journal Article] A Projector-Camera System for High-Quality Synthesis of Virtual Reflectance on Real Object Surface2010

    • Author(s)
      T. Okazaki, T. Okatani, K. Deguchi
    • Journal Title

      IPSJ Transactions on Computer Vision and Applications

      Volume: Vol.2 Pages: 71-83

    • Peer Reviewed
  • [Journal Article] Study of image quality of superimposed projection using multiple projectors2009

    • Author(s)
      T. Okatani, M. Wada, K. Deguchi
    • Journal Title

      IEEE Trans. on Image Processing

      Volume: 18[2] Pages: 424-429

    • Peer Reviewed
  • [Journal Article] Easy calibration of a multi-projector display system2009

    • Author(s)
      T. Okatani, K. Deguchi
    • Journal Title

      International Journal of Computer Vision

      Volume: 85 Pages: 1-18

    • Peer Reviewed
  • [Journal Article] 被写界深度ぼけの提示により奥行感を強化する注視反応型ディスプレイ2009

    • Author(s)
      岡谷貴之, 石澤昂, 出口光一郎
    • Journal Title

      電子情報通信学会論文誌

      Volume: J92-D[8] Pages: 1298-1307

    • Peer Reviewed
  • [Presentation] Expanding the Possibility of Image Media by Computer Vision2011

    • Author(s)
      Koichiro Deguchi
    • Organizer
      China-Japan Symposium on Visual Computing
    • Place of Presentation
      Changsha, China
    • Year and Date
      20110917-19
  • [Presentation] Efficient Algorithm for Low-rank Matrix Factorization with Missing Components and Performance Comparison of Latest Algorithms2011

    • Author(s)
      Takayuki Okatani, Takahiro Yoshida, Koichiro Deguchi
    • Organizer
      Proceedings of International Conference on Computer Vision(ICCV)
    • Place of Presentation
      Barcelona, Spain
    • Year and Date
      2011-11-12
  • [Presentation] 安心・安全のための画像認識技術2011

    • Author(s)
      出口光一郎
    • Organizer
      日本学術振興会産業計測第36委員会400回研究会記念シンポジウム
    • Place of Presentation
      横浜
    • Year and Date
      2011-03-08
  • [Presentation] Mathematical Aspects of Image Processing and Computer Vision2010

    • Author(s)
      Koichiro Deguchi
    • Organizer
      Symposium on Mathematical Aspects of Image Processing and Computer Vision 2010 (MAIPCV2010)
    • Place of Presentation
      Sapporo
    • Year and Date
      2010-10-29
  • [Presentation] Flexible Online Calibration for a Mobile Projector-Camera System2010

    • Author(s)
      Daisuke Abe, Takayuki Okatani, and Koichiro Deguchi
    • Organizer
      The 10th Asian Conference on Computer Vision (ACCV2010)
    • Place of Presentation
      New Zealand
    • Year and Date
      2010-10-21
  • [Presentation] Strategy and Methodology of Science Integration in Transdisciplinarity2009

    • Author(s)
      Koichiro Deguchi
    • Organizer
      ICROS-SICE International Joint Conference 2009
    • Place of Presentation
      Fukuoka
    • Year and Date
      2009-08-21
  • [Remarks]

    • URL

      http://www.fractal.is.tohoku.ac.jp

URL: 

Published: 2013-07-31  

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