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Guiding visual attention using saliency map for people with color vision deficiency

Research Project

Project/Area Number 24500653
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Rehabilitation science/Welfare engineering
Research InstitutionOkayama Prefectural University

Principal Investigator

TAKIMOTO Hironori  岡山県立大学, 情報工学部, 助教 (10413874)

Co-Investigator(Kenkyū-buntansha) MITSUKURA Yasue  慶應義塾大学, 理工学部, 准教授 (60314845)
Project Period (FY) 2012-04-01 – 2015-03-31
Project Status Completed (Fiscal Year 2014)
Budget Amount *help
¥4,290,000 (Direct Cost: ¥3,300,000、Indirect Cost: ¥990,000)
Fiscal Year 2014: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
Fiscal Year 2013: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
Fiscal Year 2012: ¥2,990,000 (Direct Cost: ¥2,300,000、Indirect Cost: ¥690,000)
Keywords色覚バリアフリー / 視線誘導 / 視覚的顕著性 / 画像処理 / 色覚特性 / 注視誘導
Outline of Final Research Achievements

It is commonly believed that by drawing viewer's attention to particular objects, people with color vision deficiency activity can be effectively facilitated. The aim of our research is to propose a image modification method for directing viewer's gaze to specific regions of interest, using a novel saliency map model based on Lab color space. First, we compute the saliency map for people with color vision deficiency, and modify the Lab components based on the obtained saliency map for adjusting saliency value. And then, we repeat this process until the specified region has become the most salient. With the image obtained in this way, we can smoothly attract the viewer's attention to the specific region, without any interruption to the viewer's gaze. We performed a gaze-measurement and a subjective experiment. As a result, we confirmed that the viewer's visual attention is indeed attracted toward our specific region without uncomfortable feeling.

Report

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

    (15 results)

All 2015 2014 2013 2012 Other

All Journal Article (3 results) (of which Peer Reviewed: 3 results,  Acknowledgement Compliant: 1 results) Presentation (12 results) (of which Invited: 2 results)

  • [Journal Article] Interactive Segmentation for Color Image based on Color Saliency2015

    • Author(s)
      D. Gion, H. Takimoto, M. Kishihara, and K. Okubo
    • Journal Title

      Journal of Electronics and Communications in Japan

      Volume: Vol. 98 Pages: 24-32

    • NAID

      10031175305

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Interactive Segmentation for Color Image based on Color Saliency2014

    • Author(s)
      D. Gion, H. Takimoto, M. Kishihara, and K. Okubo
    • Journal Title

      Journal of Electronics and Communications in Japan

      Volume: 未定

    • NAID

      10031175305

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] 色顕著性に基づくインタラクティブ画像セグメンテーション2013

    • Author(s)
      祗園 大輝,滝本 裕則,岸原 充佳,大久保 賢祐
    • Journal Title

      電気学会論文誌C

      Volume: 133-C Pages: 1211-1217

    • NAID

      10031175305

    • Related Report
      2013 Research-status Report 2012 Research-status Report
    • Peer Reviewed
  • [Presentation] 異なる輝度レベルにおける色覚特性者の色名応答と色彩印象2015

    • Author(s)
      佐藤 敬子, 滝本 裕則, 満倉 靖恵
    • Organizer
      第10回日本感性工学会春季大会
    • Place of Presentation
      京都府京都市
    • Year and Date
      2015-03-28 – 2015-03-29
    • Related Report
      2014 Annual Research Report
  • [Presentation] 効果的な広告デザインの検討と視覚障碍者福祉の実現に向けた視線誘導技術2014

    • Author(s)
      滝本 裕則
    • Organizer
      第19回岡山リサーチパーク 研究・展示発表会
    • Place of Presentation
      岡山県岡山市
    • Year and Date
      2014-09-03
    • Related Report
      2014 Annual Research Report
  • [Presentation] 色覚特性者のための注視誘導に向けた視覚的顕著性マップの検討2014

    • Author(s)
      人見 修平,国井 達彦,滝本 裕則,山内 仁,満倉 靖恵,岸原 充佳,大久保 賢祐
    • Organizer
      第20回 画像センシングシンポジウム
    • Place of Presentation
      神奈川県横浜市
    • Year and Date
      2014-06-12 – 2014-06-13
    • Related Report
      2014 Annual Research Report
  • [Presentation] Image Modification based on Bottom-up Saliency Map for Directing User’s Gaze2014

    • Author(s)
      T. Kokui, H. Takimoto, H. Yamauchi, M. Kishihara, and K. Okubo
    • Organizer
      Proc. of RISP International Workshop on NCSP
    • Place of Presentation
      ホノルル、アメリカ
    • Related Report
      2013 Research-status Report
  • [Presentation] Color Image Modification Based on Visual Saliency for Guiding Visual Attention2013

    • Author(s)
      T. Kokui, H. Takimoto, Y. Mitsukura, M. Kishihara, and K. Okubo
    • Organizer
      Proc. of 22th IEEE International Symposium in RO-MAN2013
    • Place of Presentation
      韓国
    • Related Report
      2013 Research-status Report
  • [Presentation] 注視誘導のためのSaliency Mapに基づく画像加工2013

    • Author(s)
      国井 達彦,滝本 裕則,満倉 靖恵,岸原 充佳,大久保 賢祐
    • Organizer
      平成25年 電気学会 電子・情報・システム部門大会 講演論文集
    • Place of Presentation
      北見市、北海道
    • Related Report
      2013 Research-status Report
  • [Presentation] 視覚的顕著性に基づく視線誘導のための画像変換2013

    • Author(s)
      国井 達彦,滝本 裕則,満倉 靖恵,山内 仁,神代 充
    • Organizer
      動的画像処理実利用化ワークショップDIA2013
    • Place of Presentation
      静岡県浜松市、静岡大学
    • Related Report
      2012 Research-status Report
  • [Presentation] Interactive Segmentation for Color Image Based on Visual Saliency2012

    • Author(s)
      D. Gion, H. Takimoto, Y. Mitsukura, M. Kishihara, and K. Okubo
    • Organizer
      2012 International Symposium on Nonlinear Theory and its Applications
    • Place of Presentation
      スペイン、パルマ・デ・マヨルカ
    • Related Report
      2012 Research-status Report
  • [Presentation] 顕著性情報に基づくカラー画像のセグメンテーション2012

    • Author(s)
      祗園 大輝,滝本 裕則,山内 仁,神代 充
    • Organizer
      第17回 パターン計測シンポジウム
    • Place of Presentation
      山梨県、春日居びゅーほてる
    • Related Report
      2012 Research-status Report
  • [Presentation] Lab表色系に基づく視覚的顕著性を利用した注視誘導

    • Author(s)
      国井 達彦,滝本 裕則,山内 仁,岸原 充佳,大久保 賢祐
    • Organizer
      計測自動制御学会 第90回パターン計測部会研究会
    • Place of Presentation
      豊中市、大阪府
    • Related Report
      2013 Research-status Report
  • [Presentation] 視覚的注意モデル化の動向、トップダウン型顕著性モデルの提案とその応用

    • Author(s)
      滝本 裕則
    • Organizer
      第5回 電気学会 産業応用部門 高度センサ応用による人・環境親和システムに関する協同研究委員会
    • Place of Presentation
      岡山県、岡山県立大学
    • Related Report
      2012 Research-status Report
    • Invited
  • [Presentation] 視覚的顕著性に基づく注視の誘導と推定

    • Author(s)
      滝本 裕則
    • Organizer
      平成24年度 第3回おかやま生体信号研究会
    • Place of Presentation
      岡山県、岡山県立大学
    • Related Report
      2012 Research-status Report
    • Invited

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

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