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Kinematic Analysis and Visualization of Human Motion Skills

Research Project

Project/Area Number 19700090
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeSingle-year Grants
Research Field Media informatics/Database
Research InstitutionToyohashi University of Technology

Principal Investigator

MUKAI Tomohiko  Toyohashi University of Technology, 工学部, 助教 (10432296)

Project Period (FY) 2007 – 2009
Project Status Completed (Fiscal Year 2009)
Budget Amount *help
¥3,060,000 (Direct Cost: ¥2,700,000、Indirect Cost: ¥360,000)
Fiscal Year 2009: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
Fiscal Year 2008: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2007: ¥1,500,000 (Direct Cost: ¥1,500,000)
Keywords人体運動データ編集 / スキルサイエンス / 帰納論理 / 可視化 / 人体動作データ編集 / 帰納論理プログラミング / 運動スキル解析 / 多変量解析 / モーションキャプチャ
Research Abstract

We develop fundamental technologies for automatically extracting and visualizing essential features to improve the tennis skills by kinematic analysis of captured motion data. This research includes five major contributions : 1) construction of tennis motion capture database, 2) automatic analysis of motion difference between novices and experts using inductive logic, 3) principal motion analysis using tensor approximation, 4) development of intuitive interface for editing skill features, and 5) visualization of temporal coordination among body parts on two-dimensional maps.

Report

(4 results)
  • 2009 Annual Research Report   Final Research Report ( PDF )
  • 2008 Annual Research Report
  • 2007 Annual Research Report
  • Research Products

    (22 results)

All 2009 2008 2007 2006 Other

All Journal Article (4 results) (of which Peer Reviewed: 4 results) Presentation (15 results) Remarks (3 results)

  • [Journal Article] テンソル近似を用いた動作補間の多重解像度制御2009

    • Author(s)
      向井智彦, 栗山繁
    • Journal Title

      電子情報通信学会誌 Vol.J91-D,No.21

      Pages: 2973-2982

    • NAID

      110007380979

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] テンソル近似を用いた動作補間の多重解像度制御2008

    • Author(s)
      向井智彦, 栗山繁
    • Journal Title

      電子情報通信学会論文誌 J91-D(12)

      Pages: 2973-2982

    • NAID

      110007380979

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 時空間特徴と帰納推論を用いた動作データの検索2007

    • Author(s)
      脇坂健一, 向井智彦, 栗山繁
    • Journal Title

      情報技術レターズ(FIT2007講演論文集) (CD-ROM(LI-006))

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] 時空間的特徴と帰納推論を用いた動作データの検索 (レター論文)2007

    • Author(s)
      脇坂 健一
    • Journal Title

      情報技術レターズ

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Presentation] Pose-Timeline for Propagating Motion Edits2009

    • Author(s)
      Tomohiko Mukai, Shigeru Kuriyama
    • Organizer
      Symposium on Computer Animation
    • Year and Date
      2009-08-01
    • Related Report
      2009 Final Research Report
  • [Presentation] Pose-Timeline for Propagating Motion Edits2009

    • Author(s)
      Tomohiko Mukai, Shigeru Kuriyama
    • Organizer
      ACM SIGGRAPH/Eurographics Symposium on Computer Animation 2009
    • Place of Presentation
      Renaissance Arts Hotel, New Orleans (USA)
    • Year and Date
      2009-08-01
    • Related Report
      2009 Annual Research Report
  • [Presentation] Generating Concise Rules for Retrieving Human Motions from Large Datasets2009

    • Author(s)
      Tomohiko Mukai, Ken-ichi Wakisaka, Shigeru Kuriyama
    • Organizer
      Computer Animation and Social Agents 2009
    • Place of Presentation
      Het Trippenhuis, Amsterdam (Netherlands)
    • Year and Date
      2009-06-19
    • Related Report
      2009 Annual Research Report
  • [Presentation] 2次元姿勢タイムラインを用いた動作データ編集2008

    • Author(s)
      向井智彦, 栗山繁
    • Organizer
      情報処理学会グラフィクスとCAD研究報告
    • Year and Date
      2008-11-17
    • Related Report
      2009 Final Research Report 2008 Annual Research Report
  • [Presentation] Multilinear Motion Synthesis with Level of Detail Controls2007

    • Author(s)
      Tomohiko Mukai, Shigeru Kuriyama
    • Organizer
      Pacific Graphics
    • Year and Date
      2007-10-29
    • Related Report
      2009 Final Research Report
  • [Presentation] Multilinear Motion Synthesis with Leve1-of-Detail Controls2007

    • Author(s)
      Tomohiko Mukai
    • Organizer
      Pacific Conference on Computer Graphics and Applications 2007
    • Place of Presentation
      Hawaii, USA
    • Year and Date
      2007-10-29
    • Related Report
      2007 Annual Research Report
  • [Presentation] Rule-based Retrieval of Human Motion Data Using Inductive Logic Programming2007

    • Author(s)
      Tomohiko Mukai, Ken-ichi Wakisaka, Shigeru Kuriyama
    • Organizer
      Symposium on Computer Animation
    • Year and Date
      2007-08-03
    • Related Report
      2009 Final Research Report
  • [Presentation] Rule-based Retrieval of Human Motion Data Using Inductive Logic Programming2007

    • Author(s)
      Ken-ichi Wakisaka
    • Organizer
      ACM SIGGRAPH/Eurographics Symposium on Computer Animation 2007
    • Place of Presentation
      San Diego, USA
    • Year and Date
      2007-08-03
    • Related Report
      2007 Annual Research Report
  • [Presentation] 帰納推論を用いた動作データのセマンティクス解析2007

    • Author(s)
      脇坂健一, 向井智彦, 栗山繁
    • Organizer
      Visual Computing/グラフィクスとCAD合同シンポジウム
    • Year and Date
      2007-06-24
    • Related Report
      2009 Final Research Report
  • [Presentation] 帰納推論を用いた動作のセマンティクス解析2007

    • Author(s)
      脇坂 健一
    • Organizer
      Visual computing/グラフィクスとCAD合同シンポジウム2007
    • Place of Presentation
      大阪工業大学(大阪府枚方市)
    • Year and Date
      2007-06-24
    • Related Report
      2007 Annual Research Report
  • [Presentation] 時間的特徴解析に基づく運動タイミングの編集2007

    • Author(s)
      向井智彦, 栗山繁
    • Organizer
      Visual Computing/グラフィクスとCAD合同シンポジウム
    • Year and Date
      2007-06-23
    • Related Report
      2009 Final Research Report
  • [Presentation] 時間的特徴解析に基づく運動タイミングの編集2007

    • Author(s)
      向井 智彦
    • Organizer
      Visual computing/グラフィクスとCAD合同シンポジウム2007
    • Place of Presentation
      大阪工業大学(大阪府枚方市)
    • Year and Date
      2007-06-23
    • Related Report
      2007 Annual Research Report
  • [Presentation] 運動特徴解析と帰納推論を用いた人体動作データの分類2007

    • Author(s)
      脇坂健一, 向井智彦, 栗山繁
    • Organizer
      第21回人工知能学会全国大会
    • Year and Date
      2007-06-20
    • Related Report
      2009 Final Research Report
  • [Presentation] 運動特徴解析と帰納推論を用いた人体動作データの分類2007

    • Author(s)
      向井 智彦
    • Organizer
      第21回人工知能学会全国大会
    • Place of Presentation
      ワールドコンベンションセンター(宮崎県宮崎市)
    • Year and Date
      2007-06-20
    • Related Report
      2007 Annual Research Report
  • [Presentation] Generating Concise Rules for Retrieving Human Motions from Large Datasets2006

    • Author(s)
      Tomohiko Mukai, Ken-ichi Wakisaka, Shigeru Kuriyama
    • Organizer
      Computer Animation and Social Agents
    • Year and Date
      2006-06-19
    • Related Report
      2009 Final Research Report
  • [Remarks]

    • URL

      http://www.val.ics.tut.ac.jp/mukai/

    • Related Report
      2009 Final Research Report
  • [Remarks]

    • URL

      http://www.val.ics.tut.ac.jp/project/tennis/

    • Related Report
      2009 Final Research Report
  • [Remarks]

    • URL

      http://www.val.ics.tut.ac.jp/project/tennis/

    • Related Report
      2009 Annual Research Report

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Published: 2007-04-01   Modified: 2016-04-21  

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