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Research and development of an interface for evaluating and estimating autonomic nervous activity using facial skin temperature

Research Project

Project/Area Number 15H05323
Research Category

Grant-in-Aid for Young Scientists (A)

Allocation TypeSingle-year Grants
Research Field Kansei informatics
Research InstitutionThe University of Electro-Communications

Principal Investigator

Mizuno Tota  電気通信大学, 大学院情報理工学研究科, 准教授 (00337875)

Project Period (FY) 2015-04-01 – 2018-03-31
Project Status Completed (Fiscal Year 2017)
Budget Amount *help
¥13,390,000 (Direct Cost: ¥10,300,000、Indirect Cost: ¥3,090,000)
Fiscal Year 2017: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2016: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2015: ¥11,570,000 (Direct Cost: ¥8,900,000、Indirect Cost: ¥2,670,000)
Keywords赤外線サーモグラフィ / 顔面皮膚温度 / 鼻部皮膚温度 / 顔面熱画像 / 感性情報学 / 感性インタフェース / メンタルワークロード
Outline of Final Research Achievements

In our research group we have studied a method to evaluate and estimate autonomic nervous activity using facial thermal imaging as measured by infrared thermography. Human autonomic nerves change according to various conditions and circumstances. Facial skin temperatures are well affected by the activities of autonomous nerves systems. Transmit autonomic nervous activity information obtained from skin temperature to myself and recognize own condition. We aim to prevent and reduce human errors and associated health hazard.
I would like to develop the system that can be used in various situations like EEG and heartbeat.Currently, we are researching and developing three systems.
1. System for evaluating autonomic nervous activity from one facial thermal image, 2. Eye-wear type system, 3. Tracking type system.

Report

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

    (17 results)

All 2018 2017 2016 2015

All Journal Article (4 results) (of which Int'l Joint Research: 3 results,  Peer Reviewed: 4 results,  Open Access: 1 results,  Acknowledgement Compliant: 1 results) Presentation (13 results) (of which Int'l Joint Research: 7 results,  Invited: 2 results)

  • [Journal Article] Investigation on Estimation of Autonomic Nerve Activity of VDT Workers Using Characteristics of Facial Skin Temperature Distribution2018

    • Author(s)
      Tomoyuki Murata, Kota Akehi, Shogo Matsuno, Kazuyuki Mito, Marzieh Aliabadi Farahani, Naoaki Itakura, Tota Mizuno
    • Journal Title

      The Twenty-Third International Symposium on Artificial Life and Robotics 2018

      Volume: AROB 23rd Pages: 845-848

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Investigation of facial part extraction algorithm focusing on temperature distribution characteristics of facial thermal images2017

    • Author(s)
      omoyuki Murata, Shogo Matsuno, Kazuyuki Mito, Naoaki Itakura, Tota Mizuno
    • Journal Title

      the 19th International Conference on Human-Computer Interaction

      Volume: 713 Pages: 347-352

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Driver's Modeling with System Identification Algorithm to Aim Reducing Drowsiness2017

    • Author(s)
      Hirotoshi Aasano, Kiwamu Goto and Tota Mizuno
    • Journal Title

      the 19th International Conference on Human-Computer Interaction

      Volume: 713 Pages: 2005-2009

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Measuring Facial Skin Temperature Changes Caused by Mental Work-Load with Infrared Thermography2016

    • Author(s)
      .Mizuno, T.Sakai, S.Kawazura, H.Asano, K.Akehi, S.Matsuno, K.Mito, Y.Kume and N.Itakura
    • Journal Title

      IEEJ Transactions on Electronics, Information and Systems

      Volume: 136 Issue: 11 Pages: 1581-1585

    • DOI

      10.1541/ieejeiss.136.1581

    • NAID

      130005268547

    • ISSN
      0385-4221, 1348-8155
    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Presentation] 顔面熱画像の特徴を用いた顔面部抽出アルゴリズムの検討2017

    • Author(s)
      村田禎侑、松野省吾、明比宏太、 水野統太、水戸和幸、板倉直明
    • Organizer
      第7回Ambient Feedback System 研究会
    • Place of Presentation
      湯沢
    • Year and Date
      2017-02-20
    • Related Report
      2016 Annual Research Report
  • [Presentation] Evaluation of Autonomic Nervous Activity with Variance of Facial Skin Thermal image2017

    • Author(s)
      ota Mizuno,Shunsuke Kawazura,Hirotoshi Asano,Shogo Matsuno,Kazuyuki Mito,Naoaki Itakura
    • Organizer
      22nd International Symposium on Artifical Life and Robotics (AROB)
    • Place of Presentation
      B-Con PLAZA(大分県・別府市)
    • Year and Date
      2017-01-23
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 赤外線サーモグラフィを用いた顔面全体の皮膚温度による自律神経活動推定の検討2017

    • Author(s)
      村田禎侑、明比宏太、松野省吾、水戸和幸、板倉直明、水野統太
    • Organizer
      平成29年電気学会電子・情報・システム部門大会
    • Related Report
      2017 Annual Research Report
  • [Presentation] 顔面熱画像による香りのストレス緩和効果の測定2017

    • Author(s)
      小池和輝、明比宏太、Marzieh Aliabadi Farahani、板倉直明、水野統太、水戸和幸
    • Organizer
      IEEE主催2017年度第2回学生研究発表会
    • Related Report
      2017 Annual Research Report
  • [Presentation] 顔面熱画像によるロバスト性の高い自律神経活動推定手法の検討2016

    • Author(s)
      村田禎侑、河連俊介、松野省吾、浅野裕俊、水戸和幸、板倉直明、水野統太
    • Organizer
      IEEE主催2016年度第2回学生研究発表会
    • Place of Presentation
      福山大学(広島県・福山市)
    • Year and Date
      2016-12-22
    • Related Report
      2016 Annual Research Report
  • [Presentation] The 23rd International Display Workshops in conjunction with Asia Display 2016 (IDW/AD'16)2016

    • Author(s)
      Y. Kume, T. Mizuno
    • Organizer
      Information The 23rd International Display Workshops in conjunction with Asia Display 2016
    • Place of Presentation
      Fukuoka International Congress Center(福岡県・福岡市)
    • Year and Date
      2016-12-08
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Somatic Interfaces to Interact with Image Information2016

    • Author(s)
      Y. Kume, T. Mizuno
    • Organizer
      Information The 23rd International Display Workshops in conjunction with Asia Display 2016
    • Place of Presentation
      Fukuoka International Congress Center(福岡県・福岡市)
    • Year and Date
      2016-12-07
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] 生体情報を用いたストレス評価システムの検討2016

    • Author(s)
      水野統太
    • Organizer
      日本感性工学会 而立の会 2016年度研究会
    • Place of Presentation
      日本女子大学(東京都・文京区)
    • Year and Date
      2016-09-09
    • Related Report
      2016 Annual Research Report
  • [Presentation] Basic Study of Evaluation that Uses the Center of Garavity of a Facial Thermal Image for the Estimation of Autonomic Nervous Activity2016

    • Author(s)
      Shogo Matsuno, Shunsuke Kosuge, Shunsuke Kawazura, Hirotoshi Asano, Naoaki Itakura, Tota Mizuno
    • Organizer
      The Ninth International Conference on Advances in Computer-Human Interactions (ACHI)
    • Place of Presentation
      Venice, Italy
    • Year and Date
      2016-04-24
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Automatic Nervous Activity estimation algorithm with Facial Skin Thermal Image2016

    • Author(s)
      Tota Mizuno, Shunsuke Kawazura, Shogo Matsuno, Kota Akehi, Hirotoshi Asano, Naoaki Itakura, Kazuyuki Mito
    • Organizer
      The Ninth International Conference on Advances in Computer-Human Interactions (ACHI)
    • Place of Presentation
      Venice, Italy
    • Year and Date
      2016-04-24
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 顔面熱画像を用いた自律神経活動の推定-撮影角度の違いによる検討2015

    • Author(s)
      水野統太、酒井毅、河連俊介、明比宏太、松野省吾、水戸和幸、板倉直明、浅野裕俊、久米祐一郎
    • Organizer
      平成27年電気学会産業応用部門大会
    • Place of Presentation
      大分大学(大分県大分市)
    • Year and Date
      2015-09-02
    • Related Report
      2015 Annual Research Report
  • [Presentation] Development of a Glasses-Like Wearable Device to Measure Nasal Skin Temperature2015

    • Author(s)
      Tota Mizuno, Yuichiro Kume
    • Organizer
      HCI International 2015
    • Place of Presentation
      The Westin Bonaventure Hotel (アメリカ ロサンゼルス)
    • Year and Date
      2015-08-02
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Facial Skin Temperature Fluctuation by Mental Work-Load with Thermography2015

    • Author(s)
      Tota Mizuno, Takeru Sakai, Shunsuke Kawazura, Hirotoshi Asano, Kota Akehi, Shogo Matsuno, Kazuyuki Mito, Yuichiro Kume, Naokaki Itakura
    • Organizer
      Proceedings of the International Conference on Electronics and Software Science
    • Place of Presentation
      高松シンボルタワー(香川県高松市)
    • Year and Date
      2015-07-20
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research

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

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