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Development of a unified computational theory for vision and simulation environment following an international standard

Research Project

Project/Area Number 24500371
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Bioinformatics/Life informatics
Research InstitutionThe University of Electro-Communications

Principal Investigator

SATOH Shunji  電気通信大学, その他の研究科, 准教授 (50333844)

Project Period (FY) 2012-04-01 – 2015-03-31
Project Status Completed (Fiscal Year 2014)
Budget Amount *help
¥4,680,000 (Direct Cost: ¥3,600,000、Indirect Cost: ¥1,080,000)
Fiscal Year 2014: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2013: ¥2,470,000 (Direct Cost: ¥1,900,000、Indirect Cost: ¥570,000)
Fiscal Year 2012: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Keywords視覚理論 / 脳理論 / 数理モデル / シミュレーション / OpenRTM-aist / 視覚数理モデル / Saliency map / RTミドルウェア / OpenRTM / OpenCV / 両眼立体視 / 運動視 / 網膜 / 視覚的注意 / saliency map / 視覚モデル / プラットフォーム / 初期視覚野
Outline of Final Research Achievements

A software platform for simulating various visual models has been developed so that the platform enables connection, interpolation, revision and sharing of various visual models. This software bases on OpenRTM-aist which is an open source robotic technology middle-ware. In this research, new software libraries and functions were developed and added into the original OpenRTM-aist. On the new platform for vision and brain simulation, a novel visual model won the best score by MIT Saliency Benchmark.

Report

(4 results)
  • 2014 Annual Research Report   Final Research Report ( PDF )
  • 2013 Research-status Report
  • 2012 Research-status Report
  • Research Products

    (23 results)

All 2015 2014 2013 2012 Other

All Journal Article (2 results) (of which Peer Reviewed: 2 results) Presentation (17 results) (of which Invited: 3 results) Book (1 results) Remarks (3 results)

  • [Journal Article] Computational Study of Depth Perception for an Ambiguous Image Region2013

    • Author(s)
      E Mitsukura, S Satoh
    • Journal Title

      Neural Information Processing (LNCS)

      Volume: 8228 Pages: 225-232

    • DOI

      10.1007/978-3-642-42051-1_29

    • ISBN
      9783642420504, 9783642420511
    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] Computational identitybetween digital image inpainting and filling-in process at the blind spot2012

    • Author(s)
      Shunji Satoh
    • Journal Title

      Neural Computing and Applications

      Volume: 21/4 Issue: 4 Pages: 613-621

    • DOI

      10.1007/s00521-011-0646-y

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Presentation] 協調的視覚モデル研究を目的としたRTミドルウェアの応用2015

    • Author(s)
      佐藤俊治
    • Organizer
      東北大学 電気通信研究所 共同プロジェクト研究発表会
    • Place of Presentation
      東北大学
    • Year and Date
      2015-02-23
    • Related Report
      2014 Annual Research Report
  • [Presentation] Neuroinformatics 的観点から構築された新規 Saliency map モデル2015

    • Author(s)
      韓雪花,佐藤俊治,中村大樹,占部一輝
    • Organizer
      日本視覚学会全国大会
    • Place of Presentation
      工学院大学
    • Year and Date
      2015-01-22
    • Related Report
      2014 Annual Research Report
  • [Presentation] 中村大樹,佐藤俊治,韓雪花,占部一輝2014

    • Author(s)
      視覚脳科学研究を目的としたRTミドルウェアの応用と結果
    • Organizer
      計測自動制御学会システムインテグレーション部門
    • Place of Presentation
      東京ビッグサイト
    • Year and Date
      2014-12-15
    • Related Report
      2014 Annual Research Report
  • [Presentation] Unifying Computational Models for Visual Attention Yields Better Scores than State-of-the-art Models2014

    • Author(s)
      Xuehua HAN, Shunji SATOH, Daiki NAKAMURA. Kazuki URABE
    • Organizer
      Advances in Neuroinformatics
    • Place of Presentation
      RIKEN, JAPAN
    • Year and Date
      2014-09-25
    • Related Report
      2014 Annual Research Report
  • [Presentation] Simulation Platform: Application Server for Testing and Sharing Mathematical Model and Experimental Data2014

    • Author(s)
      Hidetoshi IKENO, Yoshimi KAMIYAMA, Akito ISHIHARA, Yutaka HIRATA , Shunji SATOH et al.
    • Organizer
      Advances in Neuroinformatics
    • Place of Presentation
      RIKEN, JAPAN
    • Year and Date
      2014-09-25
    • Related Report
      2014 Annual Research Report
  • [Presentation] RT ミドルウエアをベースとした視覚研究用プラットフォームの開発2013

    • Author(s)
      皆川保裕,占部一輝,佐藤俊治,知久健,川口仁,長瀬雅之
    • Organizer
      第14回 計測自動制御学会 システムインテグレーション部門
    • Place of Presentation
      神戸国際会議場
    • Related Report
      2013 Research-status Report
  • [Presentation] Signal processing tolerant to noise accounts for human speed visual perception: (a counter-proposal against Bayesian models)2012

    • Author(s)
      Shunji Satoh
    • Organizer
      The 22nd Annual Conference of Japanese Neural Network Society
    • Place of Presentation
      Nagoya
    • Related Report
      2012 Research-status Report
  • [Presentation] Collaborative software platform for Computational brain research based on OpenRTM2012

    • Author(s)
      Kazuki Urabe, Shunji Satoh
    • Organizer
      The 6th International Conference on Soft Computing and Intelligent Systems The 13th International Symposium on Advanced Intelligent Systems
    • Place of Presentation
      Nagoya
    • Related Report
      2012 Research-status Report
  • [Presentation] Parallel Numerical Simulation of Visual Neurons for Analysis of Optical Illusion2012

    • Author(s)
      Akira Egashira, Shunji Satoh, Hidetsugu Irie and Tsutomu Yoshinaga
    • Organizer
      The Third International Conference on Networking and Computing
    • Place of Presentation
      Okinawa
    • Related Report
      2012 Research-status Report
  • [Presentation] 運動知覚の計算理論ならびに数理モデル作成技術

    • Author(s)
      佐藤俊治
    • Organizer
      第2回ブレインウェア研究会
    • Place of Presentation
      東北大学
    • Related Report
      2013 Research-status Report
    • Invited
  • [Presentation] MT細胞の電気生理実験結果に関する計算論的再考察

    • Author(s)
      中村大樹,佐藤俊治
    • Organizer
      電子情報通信学会NC研究会
    • Place of Presentation
      玉川大学
    • Related Report
      2013 Research-status Report
  • [Presentation] 複素関数による両眼性細胞の数理モデル化と画像処理への応用

    • Author(s)
      広瀬正人,佐藤俊治
    • Organizer
      日本視覚学会2014年冬季大会
    • Place of Presentation
      工学院大学
    • Related Report
      2013 Research-status Report
  • [Presentation] 視覚数理モデル構築のためのプラットフォーム開発

    • Author(s)
      北川大平,占部一輝,佐藤俊治
    • Organizer
      視覚学会
    • Place of Presentation
      東京
    • Related Report
      2012 Research-status Report
  • [Presentation] 速度知覚のパターン依存症に関する計算論的考察

    • Author(s)
      飯野希,中村大樹,佐藤俊治
    • Organizer
      視覚学会
    • Place of Presentation
      東京
    • Related Report
      2012 Research-status Report
  • [Presentation] 視覚運動情報の計算過程を記述する画像処理モデル

    • Author(s)
      二枚田匠,佐藤俊治
    • Organizer
      視覚学会
    • Place of Presentation
      東京
    • Related Report
      2012 Research-status Report
  • [Presentation] 視覚を数理的に理解して画像処理アルゴリズムを作る

    • Author(s)
      佐藤俊治
    • Organizer
      情報処理学会北陸支部研究講演会
    • Place of Presentation
      福井
    • Related Report
      2012 Research-status Report
    • Invited
  • [Presentation] 錯視は「間違い」なのか?「ある意味正しい」のか?

    • Author(s)
      佐藤俊治
    • Organizer
      第5回錯覚ワークショップ
    • Place of Presentation
      東京
    • Related Report
      2012 Research-status Report
    • Invited
  • [Book] 総合コミュニケーション科学シリーズ2013

    • Author(s)
      梶谷誠監修,佐藤俊治ら
    • Total Pages
      176
    • Publisher
      近代科学社
    • Related Report
      2012 Research-status Report
  • [Remarks] HI-brain official web site

    • URL

      http://hi-brain.org/

    • Related Report
      2014 Annual Research Report
  • [Remarks] HI-brain official web site

    • URL

      http://hi-brain.org/

    • Related Report
      2013 Research-status Report
  • [Remarks] Visiome Platform

    • URL

      https://visiome.neuroinf.jp/

    • Related Report
      2013 Research-status Report

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Published: 2013-05-31   Modified: 2019-07-29  

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