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Psychological Internal State Estimation based on Expressive Tempos and Rhythms of Facial Expressions

Research Project

Project/Area Number 25330325
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Kansei informatics
Research InstitutionAkita Prefectural University

Principal Investigator

Sato Kazuhito  秋田県立大学, システム科学技術学部, 教授 (80390904)

Research Collaborator Kadowaki Sakura  
Project Period (FY) 2013-04-01 – 2018-03-31
Project Status Completed (Fiscal Year 2017)
Budget Amount *help
¥4,810,000 (Direct Cost: ¥3,700,000、Indirect Cost: ¥1,110,000)
Fiscal Year 2016: ¥260,000 (Direct Cost: ¥200,000、Indirect Cost: ¥60,000)
Fiscal Year 2015: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2014: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2013: ¥2,210,000 (Direct Cost: ¥1,700,000、Indirect Cost: ¥510,000)
Keywords心理的ストレス / 顔表情 / 機械学習 / グラフィカルモデル / 情動喚起ビデオ / 表出テンポ / 表出リズム / 表情空間チャート / 意図的表情 / ベイジアンネットワーク
Outline of Final Research Achievements

In this study, we tried to develop a stress model graphically expressing the causal relationship between psychological stress levels on daily basis and facial expressions. As a result, we revealed that facial expressions easily affected by stress levels are "happiness" and "sadness" facial expressions, and facial parts easily appearing, such as eyes and mouth, differ depending on the type of facial expressions. Furthermore, particularly addressing the expressive process of "happiness" facial expression after giving a pleasant-unpleasant stress stimulus and the degree of mutual coordination among facial parts, "Unnatural smile" and "Natural smile" can be distinguished, and the analysis of facial expressions showed high practicality as a window of mental health for human.

Report

(6 results)
  • 2017 Annual Research Report   Final Research Report ( PDF )
  • 2016 Research-status Report
  • 2015 Research-status Report
  • 2014 Research-status Report
  • 2013 Research-status Report
  • Research Products

    (13 results)

All 2018 2017 2016 2015 2014 2013

All Journal Article (3 results) (of which Peer Reviewed: 3 results,  Open Access: 1 results,  Acknowledgement Compliant: 1 results) Presentation (10 results) (of which Int'l Joint Research: 3 results)

  • [Journal Article] Basic Study for Distraction State Detection based on Driver Body Information Analysis2018

    • Author(s)
      Kazuhito Sato, Masafumi Sawataishi, Hirokazu Madokoro, Momoyo Ito, and Sakura Kadowaki
    • Journal Title

      International Journal on Advances in Life Sciences

      Volume: vol 10

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Facial Part Effects Analysis using Emotion-evoking Videos focused on Smile Expression Process2016

    • Author(s)
      Kazuhito Sato, Momoyo Ito, Hirokazu Madokoro, Sakura Kadowaki
    • Journal Title

      International Journal on Advances in Software

      Volume: vol. 9 no 1 & 2 Pages: 128-140

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Analysis of Relation Between Psychological Stress and Intentional Facial Expressions Based on Bayesian Networks2014

    • Author(s)
      Kazuhito Sato, Hiroaki Otsu, Hirokazu Madokoro, and Sakura Kadowaki
    • Journal Title

      International Journal On Advances in Intelligent Systems

      Volume: vol.7 Pages: 1-14

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Presentation] Basic Study for Distraction State Detection based on Driver Body Information Analysis2017

    • Author(s)
      Kazuhito Sato, Masafumi Sawataishi, Momoyo Ito, Hirokazu Madokoro, and Sakura Kadowaki
    • Organizer
      The Twelfth International Multi-Conference on Computing in the Global Information Technology
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Driver Internal State Estimative Model for Distracted State Detection2017

    • Author(s)
      Masafumi Sawataishi, Kazuhito Sato, Hirokazu Madokoro, Momoyo Ito, and Sakura Kadowaki
    • Organizer
      IEEE International Conference on Systems, Man, and Cybernetics (SMC)
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 注意散漫状態の検出に向けたドライバの内部状態推定モデル2017

    • Author(s)
      佐藤和人,沢田石真史,伊藤桃代,間所洋和,門脇さくら
    • Organizer
      第16回情報科学技術フォーラム(FIT2017)
    • Related Report
      2017 Annual Research Report
  • [Presentation] 無信号交差点におけるヒヤリハット遭遇時の運転者身体情報の分析(第3報)2017

    • Author(s)
      佐藤和人,沢田石真史,伊藤桃代,間所洋和,門脇さくら
    • Organizer
      公益財団法人自動車技術会 2017年春季大会学術講演会
    • Related Report
      2017 Annual Research Report
  • [Presentation] Facial Part Effects Analysis using Emotion-evoking Videos: Smile Expression2015

    • Author(s)
      Kazuhito Sato, Momoyo Ito, Hirokazu Madokoro, Sakura Kadowaki
    • Organizer
      The Tenth International Multi-Conference on Computing in the Global Information Technology
    • Place of Presentation
      St. Julians, Malta
    • Year and Date
      2015-10-11
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] 笑顔の表出過程に着目した情動喚起ビデオによる顔部位効果の分析2014

    • Author(s)
      佐藤和人,門脇さくら,間所洋和
    • Organizer
      第13回情報科学技術フォーラム
    • Place of Presentation
      つくば
    • Year and Date
      2014-09-03 – 2014-09-05
    • Related Report
      2014 Research-status Report
  • [Presentation] Transient Stress Stimulus Effects on Intentional Facial Expressions2014

    • Author(s)
      Kazuhito Sato, Takashi Suto, Hirokazu Madokoro, and Sakura Kadowaki
    • Organizer
      The Fourth International Conference on Ambient Computing, Applications, Services and Technologies
    • Place of Presentation
      Rome, Italy
    • Year and Date
      2014-08-24 – 2014-08-28
    • Related Report
      2014 Research-status Report
  • [Presentation] Analysis of Psychological Stress Factors and Facial Parts Effect on Intentional Facial Expressions,2013

    • Author(s)
      Kazuhito Sato, Hiroaki Otsu, Hirokazu Madokoro, and Sakura Kadowaki
    • Organizer
      The Third International Conference on Ambient Computing, Applications, Services and Technologies
    • Place of Presentation
      Porto, Portugal
    • Related Report
      2013 Research-status Report
  • [Presentation] Analysis of Psychological Stress Factors by Using Bayesian Network2013

    • Author(s)
      Kazuhito Sato, Hiroaki Otsu, Hirokazu Madokoro, and Sakura Kadowaki
    • Organizer
      2013 IEEE International Conference on Mechatronics and Automation
    • Place of Presentation
      Takamatsu, Kagawa
    • Related Report
      2013 Research-status Report
  • [Presentation] 意図的な表情表出に及ぼす心理的ストレス要因の分析2013

    • Author(s)
      佐藤和人,大津宏亮,間所洋和,門脇さくら
    • Organizer
      第12回情報科学技術フォーラム
    • Place of Presentation
      鳥取
    • Related Report
      2013 Research-status Report

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Published: 2014-07-25   Modified: 2019-07-29  

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