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Research and Development of Automatic Human's Internal Status Recognition System based on Facial Information and Gesture.

Research Project

Project/Area Number 26330257
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Intelligent informatics
Research InstitutionKagoshima University

Principal Investigator

Watanabe Mutsumi  鹿児島大学, 理工学域工学系, 教授 (50325768)

Project Period (FY) 2014-04-01 – 2017-03-31
Project Status Completed (Fiscal Year 2016)
Budget Amount *help
¥4,680,000 (Direct Cost: ¥3,600,000、Indirect Cost: ¥1,080,000)
Fiscal Year 2016: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2015: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2014: ¥1,820,000 (Direct Cost: ¥1,400,000、Indirect Cost: ¥420,000)
Keywords内部状態推定 / 瞬目 / 挙動認識 / 顔温度計測 / 瞳孔計測 / 心理的ストレス / 時系列画像解析 / 動画像処理 / ストレス推定 / 顔画像処理 / パターン認識 / 赤外線カメラ / SVM / 画像認識
Outline of Final Research Achievements

The researches concerning motion analysis methods for automatically recognizing stress, fatigue, boring and amenity based on new paradigm of “human’s internal status recognition combined analysis of gesture and face expression” have been developed.
As a result, new research domain of automatic human internal status recognition under non-restricted environment is pioneered. The results are expected to realize the society with friendly informative cyber space that is the seamless combination of physical, cyber and cognitive spaces. These research activities have been published as tow peer-reviewed papers, two peer-reviewed international presentations and five oral presentations.

Report

(4 results)
  • 2016 Annual Research Report   Final Research Report ( PDF )
  • 2015 Research-status Report
  • 2014 Research-status Report
  • Research Products

    (12 results)

All 2017 2015 2014 Other

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

  • [Journal Article] Mental Stress Recognition based on Non-invasive and Non-contact Measurement from Stereo Thermal and Visible Sensors2015

    • Author(s)
      MOHD NORZALI Haji Mohd,Masayuki Kashima,Kiminori Sato,Mutsumi Watanabe
    • Journal Title

      International Journal of Affective Engineering

      Volume: 14 Pages: 9-17

    • NAID

      130004997413

    • Related Report
      2014 Research-status Report
    • Peer Reviewed
  • [Journal Article] Visual-Infrared Stereo Vision Fusion Measurement as an Alternative for Physiological Measurement2014

    • Author(s)
      MOHD NORZALI BIN HAJI MOHD,Masayuki Kashima,Kiminori Sato,Mutsumi Watanabe
    • Journal Title

      Journal of Biomedical Image Processing (JBIP),

      Volume: 1 Pages: 34-44

    • Related Report
      2014 Research-status Report
    • Peer Reviewed
  • [Presentation] 内部状態自動推定のための深層学習に基づく挙動認識に関する研究2017

    • Author(s)
      山口莞爾,鹿嶋雅之,福元伸也,佐藤公則,渡邊睦
    • Organizer
      パターン認識・メディア理解研究会(PRMU)
    • Place of Presentation
      北海道大学(北海道札幌市)
    • Year and Date
      2017-02-18
    • Related Report
      2016 Annual Research Report
  • [Presentation] 方位画像センサの流動解析に基づく環境状態認識に関する研究2017

    • Author(s)
      手打葵,鹿嶋雅之,福元伸也,佐藤公則,渡邊睦
    • Organizer
      パターン認識・メディア理解研究会(PRMU)
    • Place of Presentation
      京都大学(京都府京都市)
    • Year and Date
      2017-01-19
    • Related Report
      2016 Annual Research Report
  • [Presentation] パーソナルスペース・身体方向・挙動情報の統合に基づく人物親密度推定2017

    • Author(s)
      戸来賢宏,鹿嶋雅之,福元伸也,佐藤公則,渡邊睦
    • Organizer
      パターン認識・メディア理解研究会(PRMU)
    • Place of Presentation
      京都大学(京都府京都市)
    • Year and Date
      2017-01-19
    • Related Report
      2016 Annual Research Report
  • [Presentation] パーソナルスペース認識に基づく人物親密度推定に関する研究2015

    • Author(s)
      戸来賢宏,鹿嶋雅之,佐藤公則,渡邊睦
    • Organizer
      第18回画像の認識・理解シンポジウム(MIRU2015)
    • Place of Presentation
      ホテル阪急エキスポパーク(大阪府吹田市)
    • Year and Date
      2015-07-27
    • Related Report
      2015 Research-status Report
  • [Presentation] 複数人数の挙動認識に基づく室内状態の推定2015

    • Author(s)
      手打葵,鹿嶋雅之,佐藤公則,渡邊睦
    • Organizer
      第18回画像の認識・理解シンポジウム(MIRU2015)
    • Place of Presentation
      ホテル阪急エキスポパーク(大阪府吹田市)
    • Year and Date
      2015-07-27
    • Related Report
      2015 Research-status Report
  • [Presentation] A Non-invasive Facial Visual-Infrared Stereo Vision Based Measurement as an Alternative for Physiological Measurement2014

    • Author(s)
      MOHD NORZALI BIN HAJI MOHD,Masayuki Kashima,Kiminori Sato,Mutsumi Watanabe
    • Organizer
      The 12th Asian Conference on Computer Vision (ACCV 2014)
    • Place of Presentation
      Singapore (Singapore)
    • Year and Date
      2014-11-01 – 2014-11-05
    • Related Report
      2014 Research-status Report
  • [Presentation] Facial Visual-Infrared Stereo Vision Fusion Measurement as an Alternative to Physiological Measurement for Internal State Estimation2014

    • Author(s)
      MOHD NORZALI BIN HAJI MOHD,Masayuki Kashima,Kiminori Sato,Mutsumi Watanabe
    • Organizer
      第17回画像の認識・理解シンポジウム(MIRU2014)
    • Place of Presentation
      岡山コンベンションセンター(岡山・岡山)
    • Year and Date
      2014-07-28 – 2014-07-31
    • Related Report
      2014 Research-status Report
  • [Remarks] 渡邊研究グループ

    • URL

      http://www.ics.kagoshima-u.ac.jp/~fics/

    • Related Report
      2015 Research-status Report 2014 Research-status Report
  • [Remarks] Waranabe Research Group

    • URL

      http://www.ics.kagoshima-u.ac.jp/~fics/index_e.shtml

    • Related Report
      2015 Research-status Report
  • [Remarks] Watanabe Research Group

    • URL

      http://www.ics.kagoshima-u.ac.jp/~fics/index_e.shtml

    • Related Report
      2014 Research-status Report

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Published: 2014-04-04   Modified: 2018-03-22  

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