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Research and development of a markerless motion capture system using smart phone with applications of motion analysis and sports training

Research Project

Project/Area Number 25560317
Research Category

Grant-in-Aid for Challenging Exploratory Research

Allocation TypeMulti-year Fund
Research Field Sports science
Research InstitutionRitsumeikan University (2014-2015)
Kobe University (2013)

Principal Investigator

Nagano Akinori  立命館大学, スポーツ健康科学部, 教授 (30392054)

Co-Investigator(Kenkyū-buntansha) YOSHIOKA Shinsuke  東京大学, 大学院総合文化研究科, 准教授 (20512312)
Co-Investigator(Renkei-kenkyūsha) ISAKA Tadao  立命館大学, スポーツ健康科学部, 教授 (30247811)
FUKASHIRO Senshi  東京大学, 大学院総合文化研究科, 教授 (50181235)
LUO Zhi-wei  神戸大学, 大学院システム情報学研究科, 教授 (70242914)
Project Period (FY) 2013-04-01 – 2016-03-31
Project Status Completed (Fiscal Year 2015)
Budget Amount *help
¥3,380,000 (Direct Cost: ¥2,600,000、Indirect Cost: ¥780,000)
Fiscal Year 2015: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2014: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2013: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Keywords動作解析 / 画像処理 / 慣性センサ / 位置 / 速度 / 加速度 / モーションキャプチャー / マーカーレス / 動力学解析
Outline of Final Research Achievements

The purpose of this study was (1) to develop a system of markerless motion capture using a smart phone and a tablet computer, (2) to enable real time kinematic analysis, (3) to utilize the data obtained using wearable inertia sensors for motion analysis and (4) to develop a motion database for real time assessment of the obtained data. We successfully developed software and hardware systems to accomplish these goals.

Report

(4 results)
  • 2015 Annual Research Report   Final Research Report ( PDF )
  • 2014 Research-status Report
  • 2013 Research-status Report
  • Research Products

    (29 results)

All 2016 2015 2014 2013

All Journal Article (11 results) (of which Peer Reviewed: 7 results,  Open Access: 3 results) Presentation (18 results) (of which Int'l Joint Research: 3 results,  Invited: 3 results)

  • [Journal Article] Age-related differences in muscle control of the lower extremity for support and propulsion during walking2016

    • Author(s)
      Toda, H., Nagano, A., Luo, Z.
    • Journal Title

      Journal of Physiclal Therapy Science

      Volume: 28 Pages: 794-801

    • NAID

      130005141146

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Analysis of walking variability through simultaneous evaluation of the head, lumbar and lower extremity acceleration in healthy youth2016

    • Author(s)
      Toda, H., Nagano, A., Luo, Z.
    • Journal Title

      Journal of Physiclal Therapy Science

      Volume: 未定

    • NAID

      130005158449

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] 歩行中の下肢筋張力における性差2016

    • Author(s)
      戸田晴貴, 長野明紀, 羅志偉
    • Journal Title

      理学療法科学

      Volume: 31 Pages: 37-42

    • NAID

      130005132353

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 日常生活で利用可能な筋力測定法の開発2016

    • Author(s)
      吉岡伸輔, 長野明紀
    • Journal Title

      生体医工学

      Volume: 未定

    • Related Report
      2015 Annual Research Report
  • [Journal Article] Age and gender difference in the control of vertical ground reaction force by hip, knee and ankle joints by 3D-motion analysis2015

    • Author(s)
      Toda, H., Nagano, A., Luo, Z.
    • Journal Title

      Journal of Physiclal Therapy Science

      Volume: 27 Pages: 1833-1838

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Kinect for WindowsとMATLABを用いた動作解析: Kinect for Windows v1をMATLABで使用するためのセットアップ.2015

    • Author(s)
      長野明紀
    • Journal Title

      バイオメカニクス研究

      Volume: 未定

    • Related Report
      2014 Research-status Report
  • [Journal Article] Kinect for WindowsとMATLABを用いた動作解析: Kinect for Windows v1を用いたモーションキャプチャー.2015

    • Author(s)
      長野明紀
    • Journal Title

      バイオメカニクス研究

      Volume: 未定

    • Related Report
      2014 Research-status Report
  • [Journal Article] Peak hip and knee joint moments during a sit-to-stand movement are invariant to the change of seat height within the range of low to normal seat height.2014

    • Author(s)
      Yoshioka, S., Nagano, A., Hay, D.C., Fukashiro, S.
    • Journal Title

      BioMedical Engineering OnLine

      Volume: 13 Issue: 1 Pages: 13-13

    • DOI

      10.1186/1475-925x-13-27

    • Related Report
      2014 Research-status Report 2013 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] The effects of ankle restriction on the multi-joint coordination of vertical jumping.2013

    • Author(s)
      Arakawa, H., Nagano, A., Hay, D.C., Kanehisa, H.
    • Journal Title

      Journal of Applied Biomechanics

      Volume: 29 Pages: 468-473

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] New method of evaluating muscular strength of lower limb using MEMS acceleration and gyro sensors.2013

    • Author(s)
      Yoshioka, S., Nagano, A., Hay, D.C., Tabata, I., Isaka, T., Iemitsu, M.
    • Journal Title

      Journal of Robotics and Mechatronics

      Volume: 25 Pages: 153-161

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] 筋骨格系シミュレーションで探る跳躍動作のダイナミクス.2013

    • Author(s)
      長野明紀, 吉岡伸輔
    • Journal Title

      システム/制御/情報

      Volume: 57 Pages: 444-450

    • Related Report
      2013 Research-status Report
  • [Presentation] 体幹部の自由度を考慮したダイナミックな身体動作の解析2015

    • Author(s)
      工藤将馬, 藤本雅大, 伊坂忠夫, 長野明紀
    • Organizer
      第28回日本トレーニング科学会大会
    • Place of Presentation
      鹿屋体育大学(鹿児島県鹿屋市)
    • Year and Date
      2015-11-14
    • Related Report
      2015 Annual Research Report
  • [Presentation] 個人差及び個人内変動に着目した短距離走とハードル走の比較2015

    • Author(s)
      若宮美咲, 藤本雅大, 大塚光雄, 長野明紀
    • Organizer
      第28回日本トレーニング科学会大会
    • Place of Presentation
      鹿屋体育大学(鹿児島県鹿屋市)
    • Year and Date
      2015-11-14
    • Related Report
      2015 Annual Research Report
  • [Presentation] 筋骨格シミュレーションの理論と応用2015

    • Author(s)
      長野明紀
    • Organizer
      シンポジウム:スポーツ工学・ヒューマンダイナミクス2015
    • Place of Presentation
      立命館大学(滋賀県草津市)
    • Year and Date
      2015-10-30
    • Related Report
      2015 Annual Research Report
    • Invited
  • [Presentation] Impact of boxing punches assessed with wearable inertia sensor and motion capturing2015

    • Author(s)
      Nagano, A., Kudo, S., Akaguma, R.
    • Organizer
      25th Congress of the International Society of Biomechanics
    • Place of Presentation
      グラスゴー(イギリス)
    • Year and Date
      2015-07-15
    • Related Report
      2014 Research-status Report
  • [Presentation] The time-course change of pitching biomechanics in a simulated baseball nine innings2015

    • Author(s)
      Akaguma, R., Kudo, S., Nagano, A.
    • Organizer
      25th Congress of the International Society of Biomechanics
    • Place of Presentation
      グラスゴー(イギリス)
    • Year and Date
      2015-07-13
    • Related Report
      2014 Research-status Report
  • [Presentation] Impact of boxing punches assessed with wearable inertia sensor and motion capturing2015

    • Author(s)
      Nagano, A., Kudo, S., Akaguma, R.
    • Organizer
      25th Congress of the International Society of Biomechanics
    • Place of Presentation
      グラスゴー(英国)
    • Year and Date
      2015-07-12
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] The time-course change of pitching biomechanics in a simulated baseball nine innings2015

    • Author(s)
      Akaguma, R., Kudo, S., Nagano, A.
    • Organizer
      25th Congress of the International Society of Biomechanics
    • Place of Presentation
      グラスゴー(英国)
    • Year and Date
      2015-07-12
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Whole-body energy transmission efficiency in kicking a football2015

    • Author(s)
      Kudo, S., Akaguma, R., Nagano, A.
    • Organizer
      25th Congress of the International Society of Biomechanics
    • Place of Presentation
      グラスゴー(英国)
    • Year and Date
      2015-07-12
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] ランニングのトレーニングにおける工学的支援の取り組み2015

    • Author(s)
      長野明紀
    • Organizer
      びわこ傷害スポーツフォーラム(第14回)
    • Place of Presentation
      大津プリンスホテル(滋賀県大津市)
    • Year and Date
      2015-05-16
    • Related Report
      2015 Annual Research Report
    • Invited
  • [Presentation] Variability of walking motions in healthy elderly as a function of walking speed2014

    • Author(s)
      Toda, H., Nagano, A., Luo, Z.
    • Organizer
      9th Australasian Biomechanics Conference
    • Place of Presentation
      イラワラ(オーストラリア)
    • Year and Date
      2014-12-01
    • Related Report
      2014 Research-status Report
  • [Presentation] 試合中の投手における疲労の影響に関するバイオメカニクス的考察2014

    • Author(s)
      赤熊亮祐, 工藤将馬, 長野明紀
    • Organizer
      第27回日本トレーニング科学会大会
    • Place of Presentation
      独立行政法人産業技術総合研究所臨海副都心センター(東京都)
    • Year and Date
      2014-11-23
    • Related Report
      2014 Research-status Report
  • [Presentation] 筋骨格系シミュレーションの精度について2014

    • Author(s)
      長野明紀
    • Organizer
      第23回日本バイオメカニクス学会大会
    • Place of Presentation
      国立スポーツ科学センター(東京都)
    • Year and Date
      2014-09-13
    • Related Report
      2014 Research-status Report
    • Invited
  • [Presentation] 歩行速度の変化による体幹・下肢の加速度の変動性の違い2014

    • Author(s)
      戸田晴貴, 長野明紀, 羅志偉
    • Organizer
      第49回日本理学療法学術大会
    • Place of Presentation
      パシフィコ横浜(神奈川県)
    • Year and Date
      2014-05-31
    • Related Report
      2014 Research-status Report
  • [Presentation] 2ステップテストに関する生体力学計測と解析2014

    • Author(s)
      溝口貴大, 曹晟, 来栖伸之, 藤野圭司, 長野明紀, 羅志偉
    • Organizer
      第58 回システム制御情報学会研究発表講演会
    • Place of Presentation
      京都テルサ(京都府)
    • Year and Date
      2014-05-21
    • Related Report
      2014 Research-status Report
  • [Presentation] 歩行速度の変化による体幹・下肢の加速度の変動性の違い.2014

    • Author(s)
      戸田晴貴, 長野明紀, 羅志偉
    • Organizer
      第49会日本理学療法学術大会
    • Place of Presentation
      パシフィコ横浜(神奈川県)
    • Related Report
      2013 Research-status Report
  • [Presentation] Contribution of lower extremity joint moment on ground reaction force during walking in elderly and younger people.2013

    • Author(s)
      Toda, H., Nagano, A., Luo, Z.
    • Organizer
      2013 IEEE/SICE International Symposium on System Integration
    • Place of Presentation
      神戸国際会議場(兵庫県)
    • Related Report
      2013 Research-status Report
  • [Presentation] Research and development of a markerless motion capture system using smart phone.2013

    • Author(s)
      長野明紀
    • Organizer
      ライフエンジニアリング部門シンポジウム2013
    • Place of Presentation
      慶応大学(神奈川県)
    • Related Report
      2013 Research-status Report
  • [Presentation] 慣性センサを用いたモーションキャプチャシステムの開発: 遠心力の働く環境下での測定方法について.2013

    • Author(s)
      吉岡伸輔, 藤田善也, 深代千之, 長野明紀, 石毛勇介
    • Organizer
      第57 回システム制御情報学会研究発表講演会
    • Place of Presentation
      兵庫県民会館(神奈川県)
    • Related Report
      2013 Research-status Report

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Published: 2014-07-25   Modified: 2019-07-29  

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