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2011 Fiscal Year Final Research Report

Visualization and modeling of responses on viaual perception and biological signals while watching videl inages

Research Project

  • PDF
Project/Area Number 21500198
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field Sensitivity informatics/Soft computing
Research InstitutionNagoya University

Principal Investigator

KUDO Hiroaki  名古屋大学, 情報科学研究科, 准教授 (70283421)

Co-Investigator(Kenkyū-buntansha) OHNISHI Noboru  名古屋大学, 情報科学研究科, 教授 (70185338)
Project Period (FY) 2009 – 2011
Keywords映像 / 視覚 / 生体信号 / 可視化 / モデル化 / 心拍変動 / 独立成分分析 / 視知覚の場
Research Abstract

The aim of this research was to visualize and model the responses on visual perception and biological signals while we watching video images. As a response of visual perception, we obtained a result that the changes of gradation of perceived brightness affected the differential limens and influenced for an appearance around a visual target in the image. We measured the biological signals while watching the video image that was displayed on 3D/2D display or portable device screen. We analyzed the signals by the method based on the independent component analysis(ICA). The method had high sensibility for the temporal change of the presence for a scene in the movie video. We approached the modeling of responses on visual perception and biological signals by using the method of ICA, and verified.

  • Research Products

    (11 results)

All 2011 2010 2009 Other

All Journal Article (3 results) (of which Peer Reviewed: 2 results) Presentation (7 results) Remarks (1 results)

  • [Journal Article] Statistical Coding and Decoding of Heartbeat Intervals2011

    • Author(s)
      Lucena F, Barros A. K, Principe J. C, Ohnishi N
    • Journal Title

      PLoS ONE

      Volume: 6 Pages: 20227

    • Peer Reviewed
  • [Journal Article] 異なる提示方式の映像刺激で生じる心拍変動の独立成分分析を用いた解析2011

    • Author(s)
      久米拓弥
    • Journal Title

      映像情報メディア学会技術報告

      Volume: 35, 16 Pages: 1-4

  • [Journal Article] Analyzing differences between Gabor functions and ICA filters learned from natural scenes2010

    • Author(s)
      A. Cavalcante, F. Lucena, A. K. Barros, Y. Takeuchi, N. Ohnishi
    • Journal Title

      Australian Journal of Intelligent Information Processing Systems

      Volume: 2 Pages: 41-45

    • Peer Reviewed
  • [Presentation] Testing Predictive Properties of Efficient Coding Models with Synthetic Signals Modulated in Frequency2011

    • Author(s)
      F. Lucena, M. Kugler, A. K. Barros, N. Ohnishi
    • Organizer
      18th International Conference on Neural Information Processing
    • Place of Presentation
      上海
    • Year and Date
      2011-11-16
  • [Presentation] チャンネルEEGによる事象関連電位P300の検出2011

    • Author(s)
      大谷琢哉,工藤博章,松本哲也,竹内義則,大西昇
    • Organizer
      平成23年度電気関係学会東海支部連合大会
    • Place of Presentation
      三重
    • Year and Date
      2011-09-27
  • [Presentation] A comparison of coding behavior of ICA filters and Gabor functions2011

    • Author(s)
      A. Cavalcante, A. K. Barros, Y. Takeuchi, N. Ohnishi
    • 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
      東京
    • Year and Date
      2011-03-09
  • [Presentation] Emergence of Autonomic Transfer Proprieties by Learning Efficient Codes from Heartbeat Intervals2011

    • Author(s)
      F. Lucena, A. K. Barros, N. Ohnishi
    • 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
      東京
    • Year and Date
      2011-03-07
  • [Presentation] 映像刺激で生じる心拍変動の独立成分分析を用いた解析2010

    • Author(s)
      久米拓弥,ファウストルセナ,工藤博章,大西昇
    • Organizer
      電子情報通信学会イメージメディアクォリティ研究会
    • Place of Presentation
      兵庫
    • Year and Date
      2010-10-29
  • [Presentation] Wavelet Entropy Measure Based on Matching Pursuit Decomposition and Its Analysis to Heartbeat Intervals2010

    • Author(s)
      F. Lucena, N. Ohnishi, A. K. Barros, Y. Takeuchi, A. Cavalcante
    • Organizer
      17th International Conference on Neural Information Processing
    • Place of Presentation
      シドニー
    • Year and Date
      2010-10-22
  • [Presentation] 知覚される明るさの勾配が弁別閾に及ぼす影響2009

    • Author(s)
      久米拓弥,工藤博章,大西昇
    • Organizer
      第3回イメージメディアクウォリティとその応用ワークショップ
    • Place of Presentation
      千葉
    • Year and Date
      2009-09-08
  • [Remarks]

    • URL

      http://www.ohnishi.m.is.nagoya-u.ac.jp/%7Ekudo/

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Published: 2013-07-31  

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