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Eye-gaze / visual field estimation method using motion sensor for safe bathing assistance at elderly facilities

Research Project

Project/Area Number 26502003
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field ケア学
Research InstitutionKyoto Institute of Technology

Principal Investigator

Kida Noriyuki  京都工芸繊維大学, 基盤科学系, 准教授 (50452371)

Co-Investigator(Kenkyū-buntansha) 後藤 彰彦  大阪産業大学, デザイン工学部, 教授 (50257888)
Project Period (FY) 2014-04-01 – 2017-03-31
Project Status Completed (Fiscal Year 2016)
Budget Amount *help
¥5,070,000 (Direct Cost: ¥3,900,000、Indirect Cost: ¥1,170,000)
Fiscal Year 2016: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2015: ¥1,950,000 (Direct Cost: ¥1,500,000、Indirect Cost: ¥450,000)
Fiscal Year 2014: ¥1,690,000 (Direct Cost: ¥1,300,000、Indirect Cost: ¥390,000)
Keywordsアイトラッキング / モーションセンサ / 衛生工学 / モーションキャプチャ / 入浴介助 / 視線・視野 / 推定技術 / 加速度センサ / 高齢者施設 / 安全 / 安心
Outline of Final Research Achievements

In this research, we focused on motion sensors and aimed to estimate gaze / visual field information during bathing assistance. As a motion sensor, data was collected at 1 kHz by fixing small sensors composed of tri-axial acceleration, tri-axial angular velocity, tri-axial geomagnetism and GPS to the subjects. As a result, the accuracy of the gaze estimation using the motion sensor with reference to the line of sight target coordinates had an error of about 16 degrees at the maximum. However, it can be estimated within 10 degrees at a time of 90% or more, and it was confirmed that the estimation accuracy is high. Furthermore, an error of 15 degrees occurred when the target movement was about 1.5 m per second, but it was within 10 degrees at a speed lower than 1 m / s. If it is a slow motion such as bathing aid, it can be confirmed that the accuracy is within 10 degrees.

Report

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

    (7 results)

All 2016 2015 2014

All Journal Article (2 results) (of which Peer Reviewed: 1 results) Presentation (5 results) (of which Int'l Joint Research: 1 results)

  • [Journal Article] Caregiver’s Eye Gaze and Field of View Presumption Method During Bathing Care in Elderly Facility2015

    • Author(s)
      Akiyoshi Yamamoto, Tatsunori Azuma, Henry Cereno BarramedaJr. , Noriyuki Kida, Akihiko Goto, Tomoko Ota
    • Journal Title

      Digital Human Modeling. Applications in Health, Safety, Ergonomics and Risk Management: Ergonomics and Health

      Volume: 9185 Pages: 524-532

    • DOI

      10.1007/978-3-319-21070-4_53

    • ISBN
      9783319210698, 9783319210704
    • Related Report
      2015 Research-status Report
    • Peer Reviewed
  • [Journal Article] Caregiver‘s Gaze and Field of View Presumption Method During Bath Care in the Elderly Facility2014

    • Author(s)
      Akiyoshi Yamamoto, Noriyuki Kida, Akihiko Goto, Tomoko Ota, Tatsunori Azuma, Syuji Yamamoto, Henry Barrameda Jr,
    • Journal Title

      Digital Human Modeling. Applications in Health, Safety, Ergonomics and Risk Management, Lecture Notes in Computer Science

      Volume: 8529 Pages: 78-87

    • DOI

      10.1007/978-3-319-07725-3_8

    • ISBN
      9783319077246, 9783319077253
    • Related Report
      2014 Research-status Report
  • [Presentation] 有料老人ホームにおける組織風土に関する研究2016

    • Author(s)
      山本晃嘉,桑原教彰,来田宣幸,太田智子,東辰紀
    • Organizer
      日本人間工学会第57回大会
    • Place of Presentation
      三重県津市
    • Year and Date
      2016-06-26
    • Related Report
      2016 Annual Research Report
  • [Presentation] 伝統みらいにおける介護領域への挑戦2016

    • Author(s)
      来田宣幸
    • Organizer
      日本人間工学会第57回大会
    • Place of Presentation
      三重県津市
    • Year and Date
      2016-06-26
    • Related Report
      2016 Annual Research Report
  • [Presentation] Caregiver’s Eye Gaze and Field of View Presumption Method During Bathing Care in Elderly Facility2015

    • Author(s)
      Akiyoshi Yamamoto, Tatsunori Azuma, Henry Cereno BarramedaJr. , Noriyuki Kida, Akihiko Goto, Tomoko Ota
    • Organizer
      HCI International 2015
    • Place of Presentation
      Los Angeles, USA
    • Year and Date
      2015-08-02
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] Caregiver‘s Gaze and Field of View Presumption Method During Bath Care in the Elderly Facility2014

    • Author(s)
      Akiyoshi Yamamoto, Noriyuki Kida, Akihiko Goto, Tomoko Ota, Tatsunori Azuma, Syuji Yamamoto, Henry Barrameda Jr,
    • Organizer
      HCI International 2014,
    • Place of Presentation
      Creta Maris, Greece
    • Year and Date
      2014-06-25
    • Related Report
      2014 Research-status Report
  • [Presentation] 高齢者施設における入浴介助の視線・視野推定法2014

    • Author(s)
      山本晃嘉,来田宣幸,後藤彰彦,太田智子,山本周二,東辰紀,バッラメダヘンリージュニア
    • Organizer
      日本人間工学会第55回大会
    • Place of Presentation
      神戸市
    • Year and Date
      2014-06-05
    • Related Report
      2014 Research-status Report

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

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