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Construction of swallowing gymnastics support system for elderly people using serious games

Research Project

Project/Area Number 18K04042
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Review Section Basic Section 20020:Robotics and intelligent system-related
Research InstitutionGunma University

Principal Investigator

Nakazawa Nobuaki  群馬大学, 大学院理工学府, 教授 (80312908)

Project Period (FY) 2018-04-01 – 2022-03-31
Project Status Completed (Fiscal Year 2021)
Budget Amount *help
¥3,640,000 (Direct Cost: ¥2,800,000、Indirect Cost: ¥840,000)
Fiscal Year 2020: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2019: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2018: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Keywords嚥下 / 計測 / ソフトウェア / 画像処理 / 嚥下体操 / Kinect / シリアスゲーム
Outline of Final Research Achievements

In this study, we constructed measurement system for swallowing and created a game application. Swallowing exercises were divided into the movement of neck, shoulder and upper limb and the movement of mouth. For measurement, the former used Kinect sensors and the latter used camera motion images. In the application, the character breaks the flowing circle object to get a score, and since each movement is a periodic movement, the reciprocating movement was reflected in the movement of the character. In addition, as a result of investigating the movement of the feature points in the throat for the purpose of counting the number of times for chewing and swallowing, it was found that the movement of the feature points was periodic up and down during chewing and the movement of the feature points was disturbed during swallowing. As a result of applying the features to the discrimination by Neural Network, chewing was recognized with 100% and swallowing with 90% under appropriate conditions.

Academic Significance and Societal Importance of the Research Achievements

食べ物や水分の摂取は,人間の生命維持の根幹に関わる重要な項目である.しかしながら,加齢とともに口腔感覚や唾液分泌が衰えるため,飲み込むことが困難となり,食べ物が喉につかえて窒息状態に陥る,あるいは肺に入って肺炎を引き起こすなど,高齢者が誤嚥を起こすケースが多く,時として生命の危機に至る場合もある.このような高齢者の誤嚥は,食事前の嚥下体操によって未然に防ぐことができる.そこで本研究課題では,高齢者の誤嚥予防を目的として,食事前の嚥下体操支援システムを構築した.ここではセンサにより非接触で体操の様子を計測し,ゲームを取り入れることで持続的かつ効果的に行えるアプリケーションの開発を目的としている.

Report

(5 results)
  • 2021 Annual Research Report   Final Research Report ( PDF )
  • 2020 Research-status Report
  • 2019 Research-status Report
  • 2018 Research-status Report
  • Research Products

    (17 results)

All 2022 2021 2020 2019 2018

All Journal Article (3 results) (of which Int'l Joint Research: 2 results,  Peer Reviewed: 3 results,  Open Access: 3 results) Presentation (14 results) (of which Int'l Joint Research: 7 results,  Invited: 2 results)

  • [Journal Article] Development of Training Software for Elderly Persons Practicing a Squat Exercise2020

    • Author(s)
      N. Nakazawa, Y. Takigawa, T. Matsui
    • Journal Title

      Journal of Mechanical and Electrical Intelligent System

      Volume: Vol.3, No.1 Pages: 16-21

    • Related Report
      2019 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Facial Exercise Support Equipment for Prevention of Pulmonary Aspiration Using Mouth Pressure Fluctuatio2020

    • Author(s)
      A. Suzuki, N. Nakazawa, Y. Tanaka, F. Wang, T. Matsui
    • Journal Title

      Journal of Technology and Social Science

      Volume: Vol.4, No.1 Pages: 48-52

    • Related Report
      2019 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Development of an Intuitive Interface for PC Mouse Operation Based on Both Arms Gesture2018

    • Author(s)
      Nakazawa Nobuaki、Faculty of Science and Technology, GunmaUniversity, 29-1 Ota, Gunma 373-0057, Japan、Matsui Toshikazu、Fujii Yusaku
    • Journal Title

      Journal of Software

      Volume: 13 Issue: 8 Pages: 453-459

    • DOI

      10.17706/jsw.13.8.453-459

    • Related Report
      2018 Research-status Report
    • Peer Reviewed / Open Access
  • [Presentation] 喉元の特徴点を利用した咀嚼と嚥下の動作判別2022

    • Author(s)
      中沢信明
    • Organizer
      日本機械学会ロボティクスメカトロニクス学術講演会ROBOMECH2022
    • Related Report
      2021 Annual Research Report
  • [Presentation] 喉元の特徴点に着目した摂食嚥下動作の解析2021

    • Author(s)
      中沢信明
    • Organizer
      日本機械学会ロボティクスメカトロニクス学術講演会ROBOMECH2021
    • Related Report
      2021 Annual Research Report
  • [Presentation] スクワット運動における手摺りの効果2020

    • Author(s)
      中沢信明
    • Organizer
      日本機械学会ロボティクスメカトロニクス学術講演会ROBOMECH2020
    • Related Report
      2020 Research-status Report
  • [Presentation] 色情報を利用した顔の位置検出2020

    • Author(s)
      大野佑香
    • Organizer
      日本機械学会ロボティクスメカトロニクス学術講演会ROBOMECH2020
    • Related Report
      2020 Research-status Report
  • [Presentation] オプティカルフローを用いた動画像からの小動物の検出2020

    • Author(s)
      関口雄紀
    • Organizer
      日本機械学会ロボティクスメカトロニクス学術講演会ROBOMECH2020
    • Related Report
      2020 Research-status Report
  • [Presentation] Human Detection in Restricted Area at Construction Site2020

    • Author(s)
      Nobuaki Nakazawa
    • Organizer
      The 4th International Conference on Technology and Social Science (ICTSS2020)
    • Related Report
      2020 Research-status Report
    • Int'l Joint Research
  • [Presentation] Human Interface for Welfare-Support Equipment2019

    • Author(s)
      N. Nakazawa
    • Organizer
      International Conference on Mechanical, Electrical and Medical Intelligent System 2019
    • Related Report
      2019 Research-status Report
    • Int'l Joint Research / Invited
  • [Presentation] Recognition of Face Orientations Based on Nostril Feature2019

    • Author(s)
      N.Nakazawa
    • Organizer
      International Conference on Technology and Social Science 2019
    • Related Report
      2019 Research-status Report
    • Int'l Joint Research / Invited
  • [Presentation] Recognition of Kinect User Based on Template Matching2019

    • Author(s)
      N.Nakazawa
    • Organizer
      International Conference on Technology and Social Science 2019
    • Related Report
      2019 Research-status Report
    • Int'l Joint Research
  • [Presentation] 色の濃淡を利用した鼻孔位置の検出2019

    • Author(s)
      阿部雄行
    • Organizer
      日本機械学会ロボティクス・メカトロニクス学術講演会 ROBOMECH2019
    • Related Report
      2019 Research-status Report
  • [Presentation] 動画像処理による人数計測システムの開発2019

    • Author(s)
      増田健太
    • Organizer
      日本機械学会ロボティクス・メカトロニクス学術講演会 ROBOMECH2019
    • Related Report
      2019 Research-status Report
  • [Presentation] Study on Candidate Narrowing Down Method for Nostril and Mouth Detection2018

    • Author(s)
      Tetsuya Kawashima
    • Organizer
      International Conference on Mechanical, Electrical and Medical intelligent System 2018
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research
  • [Presentation] Development of hands-free interface based on feature value of eye for operation of communication aid2018

    • Author(s)
      Nobuaki Nakzawa
    • Organizer
      International Conference on Mechanical, Electrical and Medical intelligent System 2018
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research
  • [Presentation] Development of a Thermal Sensor Imitating Human Tactile Temperature Sensation2018

    • Author(s)
      Feng Wang
    • Organizer
      International Conference on Technology and Social Science 2018
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research

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Published: 2018-04-23   Modified: 2023-01-30  

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