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Development of mouse cursor control system using electrooculogram signals to increase the quality of life for persons with disabilities

Research Project

Project/Area Number 23700668
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeMulti-year Fund
Research Field Rehabilitation science/Welfare engineering
Research InstitutionUniversity of Miyazaki

Principal Investigator

TAMURA HIROKI  宮崎大学, 工学部, 准教授 (90334713)

Project Period (FY) 2011 – 2013
Project Status Completed (Fiscal Year 2013)
Budget Amount *help
¥4,550,000 (Direct Cost: ¥3,500,000、Indirect Cost: ¥1,050,000)
Fiscal Year 2013: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2012: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
Fiscal Year 2011: ¥2,990,000 (Direct Cost: ¥2,300,000、Indirect Cost: ¥690,000)
Keywords福祉機器 / ヒューマンインターフェイス / 生体信号処理 / ソフトコンピューティング
Research Abstract

The aim of this study is to present the electrooculogram(EOG) signals that can be used for human computer interface efficiently. Establishing an efficient alternative channel for communication without overt speech and hand movements is important to increase the quality of life for patients suffering from Amyotrophic Lateral Sclerosis or other illnesses.
In this research, we propose EOG human interface system for communication using cross-channels of face. Using this system, the electrooculogram signals can be recorded and pattern recognition. Our proposal EOG device did not have the problem of eye blinking artifacts. From simulation results, 2 patterns (Left and Right motion) classification is an accuracy of 99% in our system. And, 2 patterns (Up and Down motion) classification is about 80%. We hope to be able to communicate in amyotrophic lateral sclerosis patients or other illnesses by using our system.

Report

(4 results)
  • 2013 Annual Research Report   Final Research Report ( PDF )
  • 2012 Research-status Report
  • 2011 Research-status Report
  • Research Products

    (21 results)

All 2014 2013 2012 2011 Other

All Journal Article (6 results) (of which Peer Reviewed: 5 results) Presentation (12 results) Remarks (1 results) Patent(Industrial Property Rights) (2 results)

  • [Journal Article] Communication system using EOG for persons with disabilities and its judgment by EEG2014

    • Author(s)
      Mingmin Yan, Sou Go, Hiroki Tamura and Koichi Tanno
    • Journal Title

      Artificial Life and Robotics

      Volume: Volume 19, Issue 1 Issue: 1 Pages: 89-94

    • DOI

      10.1007/s10015-013-0139-4

    • Related Report
      2013 Annual Research Report 2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] Development of Mouse Cursor Control System using DC and AC Elements of Electrooculogram Signals and its Applications2013

    • Author(s)
      Hiroki TAMURA, Mingmin YAN, Masaki MIYASHITA, Takao MANABE, Koichi TANNO and Yasufumi FUSE
    • Journal Title

      International Journal of Intelligent Computing in Medical Sciences & Image Processing

      Volume: Vol 5.No1 Pages: 3-15

    • Related Report
      2013 Annual Research Report 2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] Development of Communication System Using Electrooculogram and Camera2013

    • Author(s)
      Sou Go, Mingmin Yan, Hiroki Tamura and Koichi Tanno
    • Journal Title

      ICIC Express Letters, An International Journal of Research and Surveys

      Volume: Volume 7, Issue 4 Pages: 1259-1264

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] Development of the Communication System using ElectroOculogram and Camera2013

    • Author(s)
      Sou Go, Mingmin Yan, Hiroki Tamura and Koichi Tanno
    • Journal Title

      ICIC Express Letters, An International Journal of Research and Surveys

      Volume: Volume 7, Issue 4 Pages: 1259-1264

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Development of the Communication System using ElectroOculogram and Camera2013

    • Author(s)
      Sou GO, Mingmin Yan, Hiroki Tamura, Koichi Tanno
    • Journal Title

      ICIC Express Letters

      Volume: Volume 7, Issue 4 Pages: 1259-1264

    • Related Report
      2012 Research-status Report
  • [Journal Article] Development of Mouse Cursor Control System using DC and AC Elements of Electrooculogram Signals and its Applications2013

    • Author(s)
      Hiroki TAMURA, Mingmin YAN, Masaki MIYASHITA, Takao MANABE, Koichi TANNO and Yasufumi FUSE
    • Journal Title

      ICMED Journal

      Volume: 未定

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Presentation] A Study on Gaze Estimation System using Cross-Channels Electrooculogram Signals2014

    • Author(s)
      Mingmin Yan, Tamura Hiroki, Tanno Koichi
    • Organizer
      The 2014 IAENG International Conference on Bioinformatics,Proceedings of the International MultiConference of Engineers and Computer Scientists 2014 Vol I, IMECS 2014
    • Place of Presentation
      香港
    • Year and Date
      2014-03-13
    • Related Report
      2013 Final Research Report
  • [Presentation] A Study on Gaze Estimation System using Cross-Channels Electrooculogram Signals2014

    • Author(s)
      Mingmin Yan, Tamura Hiroki, Tanno Koichi
    • Organizer
      The 2014 IAENG International Conference on Bioinformatics
    • Place of Presentation
      Hong Kong
    • Related Report
      2013 Annual Research Report
  • [Presentation] Gaze Estimation Using Electrooculogram Signals and Its Mathematical Modeling2013

    • Author(s)
      Mingmin Yan, Tamura Hiroki, Tanno Koichi
    • Organizer
      IEEE 43rd International Symposium on Multiple-Valued Logic,Proceedings of ISMVL2013 , pp18-22
    • Place of Presentation
      富山市
    • Year and Date
      2013-05-22
    • Related Report
      2013 Final Research Report
  • [Presentation] Gaze Estimation Using Electrooculogram Signals and Its Mathematical Modeling2013

    • Author(s)
      Mingmin Yan, Tamura Hiroki, Tanno Koichi
    • Organizer
      IEEE 43rd International Symposium on Multiple-Valued Logic
    • Place of Presentation
      Toyama, Japan
    • Related Report
      2013 Annual Research Report
  • [Presentation] A study on the communication system using electrooculogram signals for persons with disabilities2013

    • Author(s)
      GO Sou, Yan Mingmin,Tamura Hiroki, Tanno Koichi
    • Organizer
      International Symposium on AROB
    • Place of Presentation
      韓国 太田
    • Related Report
      2012 Research-status Report
  • [Presentation] Development of Mouse Cursor Control System using Electrooculogram Signals and its Applications in Revised Hasegawa Dementia Scale task2012

    • Author(s)
      Mingmin Yan, Tamura Hiroki, Tanno Koichi
    • Organizer
      Proc. of World Automation Congress 2012,Proceedings CD-ROM(pp.1-6)
    • Place of Presentation
      Puerto Vallarta,メキシコ
    • Year and Date
      2012-06-26
    • Related Report
      2013 Final Research Report
  • [Presentation] 3Dカメラと眼電図法を用いた新たなコミュニケーションシステムの開発2012

    • Author(s)
      藤賢一朗、顔明敏、田村宏樹、淡野公一
    • Organizer
      2012年電子情報通信学会総合大会ISS特別企画「学生ポスターセッション」、ISS-P-116
    • Place of Presentation
      岡山市
    • Year and Date
      2012-03-20
    • Related Report
      2013 Final Research Report
  • [Presentation] Development of Mouse Cursor Control System using Electrooculogram Signals and its Applications in Revised Hasegawa Dementia Scale task2012

    • Author(s)
      Mingmin Yan, Tamura Hiroki, Tanno Koichi
    • Organizer
      World Automation Congress 2012
    • Place of Presentation
      メキシコ プエルトバジェルタ
    • Related Report
      2012 Research-status Report
  • [Presentation] Development of the Communication System using ElectroOculogram and Camera2012

    • Author(s)
      Sou GO, Mingmin Yan, Hiroki Tamura, Koichi Tanno
    • Organizer
      The Seventh International Conference on Innovative Computing, Information and Control (ICICIC2012)
    • Place of Presentation
      中国 上海
    • Related Report
      2012 Research-status Report
  • [Presentation] 3Dカメラと眼電図法を用いた新たなコミュニケーションシステムの開発2012

    • Author(s)
      藤賢一朗、顔 明敏、田村宏樹、淡野公一
    • Organizer
      2012年電子情報通信学会 総合大会 ISS特別企画「学生ポスターセッション」
    • Place of Presentation
      岡山大学
    • Related Report
      2011 Research-status Report
  • [Presentation] 眼電位を用いたマウスカーソル制御システムに関する研究2011

    • Author(s)
      呉双、田村宏樹、淡野公一
    • Organizer
      第27回ファジィシステムシンポジウム、P1-13,pp.949-952
    • Place of Presentation
      福井市
    • Year and Date
      2011-09-12
    • Related Report
      2013 Final Research Report
  • [Presentation] 眼電位を用いたマウスカーソル制御システムに関する研究2011

    • Author(s)
      呉 双、田村宏樹、淡野公一
    • Organizer
      第27回ファジィシステムシンポジウム
    • Place of Presentation
      福井大学
    • Related Report
      2011 Research-status Report
  • [Remarks]

    • URL

      http://www.cc.miyazaki-u.ac.jp/htamura/

    • Related Report
      2013 Final Research Report
  • [Patent(Industrial Property Rights)] 眼電位測定器2013

    • Inventor(s)
      田村宏樹、村上収、黒木保善
    • Industrial Property Rights Holder
      田村宏樹、村上収、黒木保善
    • Filing Date
      2013-09-09
    • Related Report
      2013 Final Research Report
  • [Patent(Industrial Property Rights)] 眼電位測定器2013

    • Inventor(s)
      田村 宏樹, 村上 収, 黒木 保善
    • Industrial Property Rights Holder
      田村 宏樹, 村上 収, 黒木 保善
    • Industrial Property Rights Type
      実用新案
    • Filing Date
      2013-09-09
    • Related Report
      2013 Annual Research Report

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Published: 2011-08-05   Modified: 2019-07-29  

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