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Construction of preventive driving support system by evaluating drive concentration in three stages

Research Project

Project/Area Number 26350452
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Social systems engineering/Safety system
Research InstitutionToyohashi University of Technology

Principal Investigator

Miyake Tetsuo  豊橋技術科学大学, 工学(系)研究科(研究院), 准教授 (60239366)

Project Period (FY) 2014-04-01 – 2017-03-31
Project Status Completed (Fiscal Year 2016)
Budget Amount *help
¥2,600,000 (Direct Cost: ¥2,000,000、Indirect Cost: ¥600,000)
Fiscal Year 2016: ¥520,000 (Direct Cost: ¥400,000、Indirect Cost: ¥120,000)
Fiscal Year 2015: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2014: ¥780,000 (Direct Cost: ¥600,000、Indirect Cost: ¥180,000)
Keywords予防安全 / 漫然状態 / 視線 / 運転支援 / 漫然 / 顔画像 / 運転操作情報 / 安全運転 / 覚醒努力 / 運転操作 / 運転集中度
Outline of Final Research Achievements

Careless driving occurs mainly when a driver's consciousness level is depressed caused by fatigue and drowsiness and when a driver concentrates on something other than driving. The former state can be detected easily by a driver's expression however, the latter is hard by its appearance.
In this research we aimed at constructing a driving support system which detects careless driving condition by checking i)validity of eye movement, ii)change of blinking in time, iii)whether a driver fights drowsiness and vi)accelerator and brake pedal operation, and consequently we obtained following results. A: The analysis of i) and vi) were achieved. B: A highly practical way for detecting saccade was developed, instead of ii). C: State of careless driving was detected based on multiple driver information. D: A method of evaluating a degree of drive concentration from frequency of occurrence of careless driving was suggested.

Report

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

Research Products

(8 results)

All 2016 2015 Other

All Journal Article (3 results) (of which Peer Reviewed: 3 results,  Open Access: 1 results,  Acknowledgement Compliant: 1 results) Presentation (4 results) Remarks (1 results)

  • [Journal Article] Driver behavior analysis at the time of crossing pass using vehicle kinematic model and GMM model2016

    • Author(s)
      Z. Zhang, J. Chong, T. Akiduki, T. Miyake and L. Wei
    • Journal Title

      ICIC Express Letters, Part B Applications

      Volume: 7 Pages: 2217-2224

    • NAID

      40021056056

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] 表情の時系列変化を用いた特定表情の検出2016

    • Author(s)
      志村京亮 三宅哲夫 章忠 秋月拓磨
    • Journal Title

      第22回画像センシングシンポジウム

      Volume: 22 Pages: 1-4

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Construction of a Car Following Driving Model for Driver Personal Characteristics Extraction2015

    • Author(s)
      Zhong Zhang, Tatsuya Fujii, Tetsuo Miyake and Lang Wei
    • Journal Title

      ICIC Express Letters, Part B: Applications

      Volume: 6 Pages: 3165-3171

    • NAID

      40020667145

    • Related Report
      2015 Research-status Report
    • Peer Reviewed
  • [Presentation] 運転環境下におけるサッケード計測2016

    • Author(s)
      Chiew Xin Yi,三宅 哲夫,章 忠,秋月 拓磨
    • Organizer
      第59回自動制御連合講演会
    • Place of Presentation
      北九州国際会議場
    • Year and Date
      2016-11-10
    • Related Report
      2016 Annual Research Report
  • [Presentation] 自己組織化マップによる漫然運転状態の解析2016

    • Author(s)
      熊坂 暁歩,三宅 哲夫,章 忠,秋月 拓磨
    • Organizer
      第59回自動制御連合講演会
    • Place of Presentation
      北九州国際会議場
    • Year and Date
      2016-11-10
    • Related Report
      2016 Annual Research Report
  • [Presentation] ドライバの身体動作計測による漫然運転状態検出手法の検証2016

    • Author(s)
      長澤潤,秋月拓磨,章忠,三宅哲夫,高橋弘毅
    • Organizer
      ロボティクス・メカトロニクス講演会
    • Place of Presentation
      パシフィコ横浜
    • Year and Date
      2016-06-08
    • Related Report
      2016 Annual Research Report
  • [Presentation] 運転環境の変化に適応する危険 度推定モデルの構築2015

    • Author(s)
      古市 平,三宅 哲夫,章 忠,秋月 琢磨
    • Organizer
      バイオメディカル・ファジィ・システム学会
    • Place of Presentation
      東海大学 熊本キャンパス
    • Year and Date
      2015-11-21
    • Related Report
      2015 Research-status Report
  • [Remarks] 未来ビークルシティリサーチセンター

    • URL

      http://www.rcfvc.tut.ac.jp/

    • Related Report
      2016 Annual Research Report

URL: 

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

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