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Analytical development of home-based medical check for psychogenetic fatigue

Research Project

Project/Area Number 15K00415
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Life / Health / Medical informatics
Research InstitutionTokyo Metropolitan College of Industrial Technology

Principal Investigator

Yamamoto Shoji  東京都立産業技術高等専門学校, ものづくり工学科, 教授 (70469576)

Co-Investigator(Kenkyū-buntansha) 津村 徳道  千葉大学, 大学院工学研究院, 准教授 (00272344)
原 直人  国際医療福祉大学, 保健医療学部, 教授 (30265699)
Co-Investigator(Renkei-kenkyūsha) INOUE KAORU  首都大学東京, 大学院 人間健康科学研究科, 准教授 (90259143)
Project Period (FY) 2015-04-01 – 2018-03-31
Project Status Completed (Fiscal Year 2017)
Budget Amount *help
¥4,680,000 (Direct Cost: ¥3,600,000、Indirect Cost: ¥1,080,000)
Fiscal Year 2017: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2016: ¥1,950,000 (Direct Cost: ¥1,500,000、Indirect Cost: ¥450,000)
Fiscal Year 2015: ¥1,820,000 (Direct Cost: ¥1,400,000、Indirect Cost: ¥420,000)
Keywords心因的疲労 / 生体計測 / 視線追跡 / 画像処理 / 時系列解析 / 非接触測定 / 表情変化 / 状態推移 / ストレス / 非侵襲 / 眼球運動 / 短期記憶 / 行動監視 / 非接触・非侵襲 / 自律神経
Outline of Final Research Achievements

In this research, we developed the analytical method for psychogenetic fatigue by using three challengeable measurements such as Eye-tracking, Facial analysis, and Heart beat variability with camera. At the case of eye tracking, we can find the change of reaction time in the voluntary eye movement with judgment task in our brain. At the case of facial analysis, we developed the time-series estimation method of conscious condition. Moreover, we challenged a non-contact measurement of heart rate variability (HRV) by using the commercial-based camera. By adding the biometric-based idea to extract the hemoglobin signal from facial image, we can performed the reliable measurement of HRV with the non-contact method. As mentioned above, our research was accomplished the proposed plan, however, it is noted that our given stress for psychogenetic fatigue was a temporal brain load. Therefore, we should verify our methods in clinical case of psychogenic fatigue as a future work.

Report

(4 results)
  • 2017 Annual Research Report   Final Research Report ( PDF )
  • 2016 Research-status Report
  • 2015 Research-status Report
  • Research Products

    (34 results)

All 2018 2017 2016 2015 Other

All Journal Article (5 results) (of which Peer Reviewed: 5 results,  Acknowledgement Compliant: 3 results) Presentation (26 results) (of which Int'l Joint Research: 12 results) Remarks (3 results)

  • [Journal Article] Remote Measurement of Pulse Transit Time Based on Fluctuation of Hemoglobin Component2017

    • Author(s)
      Munenori Fukunishi, Taku Yonezawa, Genki Okada, Kouki Kurita, Shoji Yamamoto, Norimichi Tsumura
    • Journal Title

      Pacific Area Longevity Medical Society; PALMS

      Volume: 13 Pages: 41-49

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Non-contact video-based estimation of heart rate variability spectrogram from hemoglobin composition2017

    • Author(s)
      Fukunishi Munenori、Kurita Kouki、Yamamoto Shoji、Tsumura Norimichi
    • Journal Title

      Artificial Life and Robotics

      Volume: 22 Issue: 4 Pages: 457-463

    • DOI

      10.1007/s10015-017-0382-1

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Transformation of environment map by changing the captured position in a cuboidal room2016

    • Author(s)
      Toshimitsu Kugimoto, Shoji Yamamoto, Ryota Domon, Kentaro Hikosaka, Norimichi Tsumura
    • Journal Title

      Journal of OPTICAL REVIEW

      Volume: Vol.23, Issue 3 Pages: 549-558

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Real-time Rendering of Translucent Material by Contrast-Reversing Procedure2016

    • Author(s)
      Ryota Domon, Shoji Yamamoto, Kentaro Hikosaka, Norimichi Tsumura
    • Journal Title

      Bulletin of the Society of Photography and Imaging of Japan

      Volume: Vol.26, No.2 Pages: 18-22

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Acceptable Distortion and Magnification of Images on Reflective Surfaces in an Augmented-reality System2016

    • Author(s)
      Shoji Yamamoto, Natsumi Hosokawa, Mayu Yokoya, Norimichi Tsumura
    • Journal Title

      Journal of OPTICAL REVIEW

      Volume: Vol.23, Issue 6 Pages: 976-985

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Presentation] 複数の全方位画像を用いた人物の姿位推定2018

    • Author(s)
      赤間俊祐,松藤彰宏,山本昇志
    • Organizer
      映像情報メディア学会
    • Related Report
      2017 Annual Research Report
  • [Presentation] 視線検出を用いた系列位置効果の評価手法の開発2017

    • Author(s)
      岡本健志,松藤彰宏,山本昇志
    • Organizer
      映像情報メディア学会メディア研究会
    • Place of Presentation
      横浜
    • Year and Date
      2017-02-28
    • Related Report
      2016 Research-status Report
  • [Presentation] 広視野ステレオカメラによる人物の姿勢や向きの推定2017

    • Author(s)
      松藤彰宏,岡本健志,山本昇志
    • Organizer
      映像情報メディア学会メディア研究会
    • Place of Presentation
      横浜
    • Year and Date
      2017-02-28
    • Related Report
      2016 Research-status Report
  • [Presentation] Evaluationg Concentration on the Tasks in Building Device Independent Graininess Reproduction Model2017

    • Author(s)
      Junki Yoshii, Yuto Hirasawa, Norimichi Tsumura, Shoji Yamamoto
    • Organizer
      International Conference on Photonics Solutions (ICPS2017)
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Visual Assessable Inspection of Short-term Memory with Eye Tracking2017

    • Author(s)
      Shoji Yamamoto, Takeshi Okamoto, Kaoru Inoue, Norimichi Tsumura
    • Organizer
      OSA Fall Vision Meeting
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Device Independent Graininess Reproduction: Preliminary study2017

    • Author(s)
      Junki Yoshii, Shoji Yamamoto, Yuto Hirasawa, Hiroshi Kintou, Norimichi Tsumura
    • Organizer
      Color Imaging Conference
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Biological Responsiveness in Observing Sexual Attractiveness of Woman2017

    • Author(s)
      Taku Yonezawa, Shoji Yamamoto, Hirokazu Doi, Kazuyuki. Shinohara, Norimichi Tsumura
    • Organizer
      IEEE Workshop on Attractiveness Computing in Multimedia (BigMM 2017)
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 正規化相関を用いた瞬目動作における個人特徴量の抽出2017

    • Author(s)
      中島正人,鈴木玄貴,山本昇志
    • Organizer
      映像情報メディア学会
    • Related Report
      2017 Annual Research Report
  • [Presentation] 視線検出による効率的な短期記憶評価法の提案2017

    • Author(s)
      岡本健志,鈴木玄貴,山本昇志
    • Organizer
      映像情報メディア学会
    • Related Report
      2017 Annual Research Report
  • [Presentation] 正規化相関を用いた瞬目動作における個人特徴量の抽出2017

    • Author(s)
      中島正人,山本昇志
    • Organizer
      映像情報メディア学会
    • Related Report
      2017 Annual Research Report
  • [Presentation] Non-Contact Video based Estimation of Pulse Transit Time using Quantitation Method of Hemoglobin Level2016

    • Author(s)
      Munenori Fukunishi, Taku Yonezawa, Genki Okada, Kouki Kurita, Shoji Yamamoto, Norimichi Tsumura
    • Organizer
      Color Imaging Conference
    • Place of Presentation
      San Diego, USA
    • Year and Date
      2016-11-07
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] Improvement of Appearance from Motion by using Omni-Directional Camera2016

    • Author(s)
      Ryota Domon, Shoji Yamamoto, Hiroshi Kintou, Norimichi Tsumura
    • Organizer
      Color Imaging Conference
    • Place of Presentation
      San Diego, USA
    • Year and Date
      2016-11-07
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] Viewpoint Entropy for Material Appearance2016

    • Author(s)
      Yuto Hirasawa, Shoji Yamamoto, Ryota Domon, Hiroshi Kintou, Norimichi Tsumura
    • Organizer
      Color Imaging Conference
    • Place of Presentation
      San Diego, USA
    • Year and Date
      2016-11-07
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] Viewpoint Entropyを応用した質感評価モデルの提案2016

    • Author(s)
      平沢勇斗,山本昇志,津村徳道
    • Organizer
      Optics & Photonics Japan
    • Place of Presentation
      東京
    • Year and Date
      2016-11-01
    • Related Report
      2016 Research-status Report
  • [Presentation] 光沢と材質感の光源サイズの変化における知覚傾向2016

    • Author(s)
      牧正矩,山本昇志,津村徳道
    • Organizer
      Optics & Photonics Japan
    • Place of Presentation
      東京
    • Year and Date
      2016-11-01
    • Related Report
      2016 Research-status Report
  • [Presentation] 材質感評価における顕著性特徴の比較2016

    • Author(s)
      山本昇志,平沢勇斗,津村徳道
    • Organizer
      電子情報通信学会電子ディスプレイ研究会
    • Place of Presentation
      東京
    • Year and Date
      2016-10-28
    • Related Report
      2016 Research-status Report
  • [Presentation] Accelerating Computation of Appearance from Motion by using Omni-directional Camera2016

    • Author(s)
      Ryota Domon, Yuta Hirasawa, Shoji Yamamoto, Hiroshi Kintou, Norimichi Tsumura
    • Organizer
      JSAP-OSA Joint Symposia
    • Place of Presentation
      Niigata, Japan
    • Year and Date
      2016-09-13
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] Line Segment Detectorを用いた簡易的な射影歪補正手法の提案2016

    • Author(s)
      松藤彰宏,田島翔,山本昇志
    • Organizer
      映像情報メディア学会年次大会
    • Place of Presentation
      三重
    • Year and Date
      2016-09-01
    • Related Report
      2016 Research-status Report
  • [Presentation] 視線挙動測定による状況判断能力の評価2016

    • Author(s)
      山本昇志,本田秀明,井上薫,原直人
    • Organizer
      第52回日本交通科学学会総会学術講演会
    • Place of Presentation
      東京
    • Year and Date
      2016-06-18
    • Related Report
      2016 Research-status Report
  • [Presentation] 心因的疲労の評価に適した視線誘導手法の検討2015

    • Author(s)
      本田秀明,井上薫,原直人,津村徳道,山本昇志
    • Organizer
      日本色彩学会 視覚情報基礎研究会
    • Place of Presentation
      東京
    • Year and Date
      2015-12-19
    • Related Report
      2015 Research-status Report
  • [Presentation] 全方位カメラ画像からの継続的な人物追跡手法の提2015

    • Author(s)
      松藤彰宏,鈴木亮太,本田秀明,山本昇志,小林貴訓
    • Organizer
      映像情報メディア学会冬季大会
    • Place of Presentation
      東京
    • Year and Date
      2015-12-15
    • Related Report
      2015 Research-status Report
  • [Presentation] Gloss and Material Constancy in the Change of Light Source Size2015

    • Author(s)
      Masanori Maki, Ryota Domon, Shoji Yamamoto, Norimichi Tsumura
    • Organizer
      The 23th Color Imaging Conference
    • Place of Presentation
      Darmstadt, Germany
    • Year and Date
      2015-10-19
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] The Difference of Velocity between Eye and Head Movement under Mental Fatigue Condition2015

    • Author(s)
      Shoji Yamamoto, Hideaki Honda, Kaoru Inoue, Naoto Hara, Norimichi Tsumura
    • Organizer
      OSA Fall Vision Meeting
    • Place of Presentation
      San Jones, CA, USA
    • Year and Date
      2015-10-16
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] 眼球と頭部の運動比較による心因的疲労の評価2015

    • Author(s)
      本田秀明,井上薫,原直人,津村徳道,山本昇志
    • Organizer
      日本眼光学会総会
    • Place of Presentation
      岡山
    • Year and Date
      2015-09-27
    • Related Report
      2015 Research-status Report
  • [Presentation] Accurate Transformation of Environment Map for photographic simulation2015

    • Author(s)
      Toshimitsu Kugimoto, Shoji Yamamoto, Ryota Domon, Kentaro Hikosaka, Norimichi Tsumura
    • Organizer
      The 11th Finland-Japan Joint Symposium on Optics in Engineering
    • Place of Presentation
      Joensuu, Finland
    • Year and Date
      2015-09-01
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] The Study of Relationships between Biological Information and Opposite Sex's Attractiveness2015

    • Author(s)
      Taku Yonezawa, Shoji Yamamoto, Hirokazu Doi, Kazuyuki Shinohara, Norimichi Tsumura
    • Organizer
      The 1st International Conference on Advanced Imaging
    • Place of Presentation
      Tokyo, Japan
    • Year and Date
      2015-06-17
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Remarks]

    • URL

      http://www2.metro-cit.ac.jp/~yamasho/kaken_15K00415.html

    • Related Report
      2017 Annual Research Report
  • [Remarks] 在宅検診を可能とする視線揺動からの精神状態解析

    • URL

      http://www2.metro-cit.ac.jp/~yamasho/kaken_15K00415.html

    • Related Report
      2016 Research-status Report
  • [Remarks] 科研費:在宅検診を可能とする視線揺動からの精神状態解析

    • URL

      http://www2.metro-cit.ac.jp/~yamasho/kaken_15K00415.html

    • Related Report
      2015 Research-status Report

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Published: 2015-04-16   Modified: 2019-03-29  

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