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A retinomorphic integrated vision sensor with adaptive sensitivity and spatial filtering

Research Project

Project/Area Number 22700175
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeSingle-year Grants
Research Field Perception information processing/Intelligent robotics
Research InstitutionOsaka University

Principal Investigator

OKUNO Hirotsugu  大阪大学, 大学院・工学研究科, 助教 (30531587)

Project Period (FY) 2010 – 2011
Project Status Completed (Fiscal Year 2011)
Budget Amount *help
¥3,640,000 (Direct Cost: ¥2,800,000、Indirect Cost: ¥840,000)
Fiscal Year 2011: ¥1,820,000 (Direct Cost: ¥1,400,000、Indirect Cost: ¥420,000)
Fiscal Year 2010: ¥1,820,000 (Direct Cost: ¥1,400,000、Indirect Cost: ¥420,000)
Keywordsイメージセンサ / 神経模倣 / 効率的符号化 / 順応 / 対数応答 / ダイナミックレンジ
Research Abstract

We designed and implemented an image sensor system equipped with three bio-inspired coding and adaptation strategies. The system includes a field-programmable gate array(FPGA), a resistive network, and photosensors, whose light intensity-voltage characteristics are controllable. The system employs multiple time-varying reset voltage signals for photosensors in order to realize multiple logarithmic intensity-voltage characteristics, which are controlled so that the entropy of the output image is maximized. The system also employs local average subtraction and gain control in order to obtain images with an appropriate contrast. The designed system was successfully used to obtain appropriate images of objects that were subjected to large changes in illumination.

Report

(3 results)
  • 2011 Annual Research Report   Final Research Report ( PDF )
  • 2010 Annual Research Report
  • Research Products

    (12 results)

All 2012 2011 2010 Other

All Journal Article (3 results) (of which Peer Reviewed: 3 results) Presentation (9 results)

  • [Journal Article] Implementation of visual attention system Using artificial retina chip and bottom-up saliency map model2011

    • Author(s)
      B. Kim, H. Okuno, T. Yagi and M. Lee
    • Journal Title

      Lecture Notes in Computer Science

      Volume: vol.7064/ 2011 Pages: 416-423

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] Image sensor system with bio-inspired efficient coding and adaptation

    • Author(s)
      H. Okuno and T. Yagi
    • Journal Title

      IEEE Transactions on biomedical circuits and systems

      Volume: (in press)

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] Image sensor system with bio-inspired efficient coding and adaptation

    • Author(s)
      H.Okuno, T.Yagi
    • Journal Title

      IEEE Transactions on biomedical circuits and systems

      Volume: (In press)

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Presentation] エントロピー最大化に基づきコントラスト感度を順応させる網膜型視覚センサ2012

    • Author(s)
      奥野弘嗣, 八木哲也
    • Organizer
      電子情報通信学会ニューロコンピューティング研究会
    • Place of Presentation
      町田市
    • Year and Date
      2012-03-15
    • Related Report
      2011 Annual Research Report
  • [Presentation] 固視微動下で動物体を検出する網膜神経回路の実時間エミュレーション2012

    • Author(s)
      横山幸大, 奥野弘嗣, 林田祐樹, 八木哲也
    • Organizer
      電子情報通信学会ニューロコンピューティング研究会
    • Place of Presentation
      町田市
    • Year and Date
      2012-03-14
    • Related Report
      2011 Annual Research Report
  • [Presentation] エントロピー最大化に基づきコントラスト感度を順応させる網膜型視覚センサ2012

    • Author(s)
      奥野弘嗣, 八木哲也
    • Organizer
      電子情報通信学会ニューロコンピューティング研究会
    • Place of Presentation
      町田
    • Related Report
      2011 Final Research Report
  • [Presentation] Implementation of Visual Attention System Using Artificial Retina Chip and Bottom-up Saliency Map Model2011

    • Author(s)
      B.Kim, H.Okuno, T.Yagi, M.Lee
    • Organizer
      International Conference on Neural Information Processing 2011
    • Place of Presentation
      Shanghai, China
    • Year and Date
      2011-11-16
    • Related Report
      2011 Annual Research Report
  • [Presentation] Real-time emulation of parallel channel responses in the vertebrate retina and the primary visual cortex2011

    • Author(s)
      H.Okuno, T.Sanada, J.Hasegawa, T.Yagi
    • Organizer
      Annual Computational Neuroscience Meeting
    • Place of Presentation
      Stockholm, Sweden
    • Year and Date
      2011-07-26
    • Related Report
      2011 Annual Research Report
  • [Presentation] 生体視覚野を模倣した高速ステレオビジョン2011

    • Author(s)
      横山幸大, 眞田忠, 奥野弘嗣, 八木哲也
    • Organizer
      ロボティクス・メカトロニクス講演会2011
    • Place of Presentation
      岡山市
    • Year and Date
      2011-05-28
    • Related Report
      2011 Annual Research Report
  • [Presentation] Real-time emulation of parallel channel responses in the vertebrate retina and the primary visual cortex2011

    • Author(s)
      H. Okuno, T. Sanada, J. Hasegawa, T. Yagi
    • Organizer
      Computational Neurosciences 2011
    • Place of Presentation
      Stockholm, Sweden
    • Related Report
      2011 Final Research Report
  • [Presentation] 輪郭強調フィルタの順応機能を有する知能視覚センサの開発2010

    • Author(s)
      安川真輔, 奥野弘嗣, 八木哲也
    • Organizer
      日本機械学会ロボティクス・メカトロニクス講演会
    • Place of Presentation
      北海道旭川市
    • Year and Date
      2010-06-16
    • Related Report
      2010 Annual Research Report
  • [Presentation] 輪郭強調フィルタの順応機能を有する知能視覚センサの開発2010

    • Author(s)
      安川真輔, 奥野弘嗣, 八木哲也
    • Organizer
      日本機械学会ロボティクス・メカトロニクス講演会2010
    • Place of Presentation
      旭川
    • Related Report
      2011 Final Research Report

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Published: 2010-08-23   Modified: 2016-04-21  

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