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Development of VIMS evaluation index using gaze data during driving simulator operation

Research Project

Project/Area Number 20K11905
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Review Section Basic Section 61020:Human interface and interaction-related
Research InstitutionChukyo University

Principal Investigator

FUJIKAKE Kazuhiro  中京大学, 心理学部, 講師 (90508467)

Co-Investigator(Kenkyū-buntansha) 高田 宗樹  福井大学, 学術研究院工学系部門, 教授 (40398855)
Project Period (FY) 2020-04-01 – 2024-03-31
Project Status Completed (Fiscal Year 2023)
Budget Amount *help
¥4,290,000 (Direct Cost: ¥3,300,000、Indirect Cost: ¥990,000)
Fiscal Year 2022: ¥780,000 (Direct Cost: ¥600,000、Indirect Cost: ¥180,000)
Fiscal Year 2021: ¥260,000 (Direct Cost: ¥200,000、Indirect Cost: ¥60,000)
Fiscal Year 2020: ¥3,250,000 (Direct Cost: ¥2,500,000、Indirect Cost: ¥750,000)
Keywords映像酔い / 視線データ / ドライビングシミュレータ / データサイエンス / 高齢者 / Double-Wayland 法
Outline of Research at the Start

ドライビングシミュレータ操作時の視線データから映像酔いの兆候が検出可能な評価指標を開発する.視線データは非接触型の計測機器で取得し,評価指標はデータサイエンスの手法で開発する.研究は以下の手順で進める.
(1) 若年層を対象としたドライビングシミュレータ実験にて,非接触型視線計測機器で視線データを取得する
(2) 若年層の視線データから,映像酔いの評価指標を開発する
(3) 高齢層を対象として,映像酔いの評価指標の有効性を検証する

Outline of Final Research Achievements

Driving simulators (DS) have been used in many studies of traffic scenes, and the risk of visually induced motion sickness (VIMS) has been highlighted. This study aimed to develop an index for evaluating VIMS in young people from gaze data using a non-contact gaze measurement device. This study develop an evaluation index that enables the early detection of VIMS using gaze data. Gaze data were collected before and after a DS run. In addition, Gaze data were collected 1st and 5th trial a DS run, too. Gaze data were measured using a non-contact eye-measuring device.
The results of this study indicate the validity of total locus length and sparse density (S5) as evaluation indicators for VIMS and other issues. The total locus length and sparse density (S5) were valid evaluation indices for VIMS. However, it was also clear that further studies on evaluation indexes other than the total locus length and the sparse density (S5) are needed for the early detection of VIMS.

Academic Significance and Societal Importance of the Research Achievements

本研究での目的は,非接触型の視線計測機器を用いてDS 体験時の視線計測を行い,映像酔いの評価指標を開発することである.学術的な独自性・創造性としては,データサイエンスの手法を用いてリアルタイムの視線データを定量化することで,映像酔いの予兆や程度を捉えられる評価指標を開発することである.本研究の社会的意義としては,映像酔いの兆候を早期に発見することで映像酔いの深刻化を未然に防ぐことで,DSや映像刺激を利用する実験の負担を軽減させることにある.そして,DS実験の負担を軽減させることで,交通場面の研究に寄与し,社会交通場面の安全に貢献するものである.

Report

(5 results)
  • 2023 Annual Research Report   Final Research Report ( PDF )
  • 2022 Research-status Report
  • 2021 Research-status Report
  • 2020 Research-status Report
  • Research Products

    (13 results)

All 2023 2022 2021

All Journal Article (5 results) (of which Peer Reviewed: 5 results,  Open Access: 3 results) Presentation (5 results) (of which Invited: 1 results) Book (2 results) Patent(Industrial Property Rights) (1 results)

  • [Journal Article] Development of an Index for Evaluating VIMS Using Gaze Data of Young People2023

    • Author(s)
      Fujikake Kazuhiro、Takahashi Nari、Nakane Kohki、Takada Hiroki
    • Journal Title

      Proceeding of HCI International 2023

      Volume: Late Breaking Papers Pages: 22-33

    • DOI

      10.1007/978-3-031-48050-8_2

    • ISBN
      9783031480492, 9783031480508
    • Related Report
      2023 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Retraction: Development of Evaluation System for VIMS by Machine Learning of Eye Movement Data2022

    • Author(s)
      藤掛和広, 板津佳希, 高田宗樹
    • Journal Title

      IEEJ Transactions on Electronics, Information and Systems

      Volume: 142 Issue: 10 Pages: 1107-1114

    • DOI

      10.1541/ieejeiss.142.1107

    • ISSN
      0385-4221, 1348-8155
    • Year and Date
      2022-10-01
    • Related Report
      2022 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Development of Visually Induced Motion Sickness Evaluation Index Using Gaze Data of Elderly People2022

    • Author(s)
      藤掛 和広,小野蓮太郎,高田 宗樹
    • Journal Title

      Nippon Eiseigaku Zasshi (Japanese Journal of Hygiene)

      Volume: 77 Issue: 0 Pages: n/a

    • DOI

      10.1265/jjh.21001

    • ISSN
      0021-5082, 1882-6482
    • Related Report
      2022 Research-status Report 2021 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Analyzing Gaze Data During Rest Time/Driving Simulator Operation Using Machine Learning2022

    • Author(s)
      Fujikake Kazuhiro、Itadu Yoshiyuki、Takada Hiroki
    • Journal Title

      Lecture Notes in Computer Science (International Conference on Human-Computer Interaction 2022, HCI International 2022)

      Volume: HCI International 2022 Pages: 420-434

    • DOI

      10.1007/978-3-031-05028-2_28

    • ISBN
      9783031050275, 9783031050282
    • Related Report
      2022 Research-status Report
    • Peer Reviewed
  • [Journal Article] Development of an Index for Evaluating VIMS Using Gaze Data2021

    • Author(s)
      Fujikake Kazuhiro、Ono Rentaro、Takada Hiroki
    • Journal Title

      Universal Access in Human-Computer Interaction. Design Methods and User Experience

      Volume: - Pages: 545-554

    • DOI

      10.1007/978-3-030-78092-0_37

    • ISBN
      9783030780913, 9783030780920
    • Related Report
      2021 Research-status Report
    • Peer Reviewed
  • [Presentation] 映像酔いに対する視線データと重心動揺の比較検討2023

    • Author(s)
      高橋奈里,藤掛和広,中根滉稀,高田宗樹
    • Organizer
      日本人間工学会東海支部2023年研究大会
    • Related Report
      2023 Annual Research Report
  • [Presentation] リアルタイムの視線行動による映像酔い評価手法について2023

    • Author(s)
      藤掛和広,高橋奈里,中根滉稀,高田宗樹
    • Organizer
      日本人間工学会東海支部2023年研究大会
    • Related Report
      2023 Annual Research Report
  • [Presentation] 機械学習によるドライビングシミュレータ操作時の視線データ解析2021

    • Author(s)
      藤掛和広, 板津佳希, 高田宗樹
    • Organizer
      生体医工学シンポジウム2021
    • Related Report
      2021 Research-status Report
  • [Presentation] 視線データの機械学習による映像酔い評価指標の開発2021

    • Author(s)
      藤掛和広, 板津佳希, 高田宗樹
    • Organizer
      2021年 電気学会 電子・情報・システム部門大会
    • Related Report
      2021 Research-status Report
  • [Presentation] 視線及び重心動揺を利用したドライブシミュレータ酔いの評価について2021

    • Author(s)
      藤掛 和広、小野 蓮太郎、高田 宗樹
    • Organizer
      第91回日本衛生学会学術総会
    • Related Report
      2020 Research-status Report
    • Invited
  • [Book] Bio-information for Hygiene (Chapter 5. Measurements for visual function, including gaze, & electro-oculography (EOG))2021

    • Author(s)
      Kazuhiro FUJIKAKE
    • Total Pages
      163
    • Publisher
      Springer
    • ISBN
      981152159X
    • Related Report
      2021 Research-status Report
  • [Book] Bio-information for Hygiene (Measurements for visual function, including gaze, & electro-oculography (EOG))2021

    • Author(s)
      Kazuhiro FUJIKAKE(分担執筆)
    • Total Pages
      163
    • Publisher
      Springer
    • ISBN
      9789811521607
    • Related Report
      2020 Research-status Report
  • [Patent(Industrial Property Rights)] 酔い推定装置2021

    • Inventor(s)
      藤掛和広
    • Industrial Property Rights Holder
      藤掛和広
    • Industrial Property Rights Type
      特許
    • Filing Date
      2021
    • Related Report
      2020 Research-status Report

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Published: 2020-04-28   Modified: 2025-01-30  

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