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Research on emotion extraction based on motion analysis and its application

Research Project

Project/Area Number 16300038
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section一般
Research Field Media informatics/Database
Research InstitutionAdvanced Telecommunications Research Institute International

Principal Investigator

NAEMURA Masahide  Advanced Telecommunications Research Institute International, Group Leader, メディア情報科学研究所, 室長 (70374098)

Co-Investigator(Kenkyū-buntansha) KOBAYASHI Yuichi  Advanced Telecommunications Research Institute International, Resercher, メディア情報科学研究所, 研究員 (70395143)
BERRY Rodney  Advanced Telecommunications Research Institute International, Resercher, メディア情報科学研究所, 研究員 (90395145)
Project Period (FY) 2004 – 2005
Project Status Completed (Fiscal Year 2005)
Budget Amount *help
¥15,100,000 (Direct Cost: ¥15,100,000)
Fiscal Year 2005: ¥5,000,000 (Direct Cost: ¥5,000,000)
Fiscal Year 2004: ¥10,100,000 (Direct Cost: ¥10,100,000)
Keywordsemotion extraction / human interface / motion analysis / motion capture / action recognition / visualization / CG generation / CG生成 / ヒューマンインターフェース / 感性処理
Research Abstract

Firstly, we developed a method for extracting body motion features that can be utilized for acquiring emotion information. Secondly, in parallel to this development, we also developed a method for specifying emotions from motion features based on results of subjective estimation experiments for emotion classification. Finally, after completing these tool algorithms, we built the prototyped 'Kansei' (sensuous) human interactive interface that has a filter function handling media contents with body movements. The followings are summaries of these research issues.
1.A method for extracting body motion features
This method consists of two parts. These are parameterization of body parts and tracking of thus extracted parameters. The tracking results become motion features for analyzing emotion from motion afterwards. Hough transform on skeleton images makes parameters of body parts. Tracking of the hough parameters is carried out using kalman filters in order to decrease occlusion effects.
2.An algorithm for extracting emotions from motion
The analysis algorithm for specifying the relationship between human motion and emotion is proposed. This algorithm is based on performing higher order SVD. The algorithm analyzes human motion data spanning multiple subjects performing the same action and emotion. Given an enough action data with different emotions for the same person, it yields the distinctive motion data specific to the individual.
3.Construction of the 'Kasei' human interactive interface
We built a new type human interactive interface that present a basic method for applying real-time filters to human motion capture data in order to modify the perceived emotional affect of the body movements. Since the interface employ a commercial realtime 3D package callde Touch Designer, various 'kansei' filtering functions will be able to be plugged in.

Report

(3 results)
  • 2005 Annual Research Report   Final Research Report Summary
  • 2004 Annual Research Report
  • Research Products

    (12 results)

All 2006 2005

All Journal Article (12 results)

  • [Journal Article] An Interface Test-Bed'Kansei'Filters Using the Touch Designer Visual Programming Environment2006

    • Author(s)
      Berry Rodney, Masahide Naemura et al.
    • Journal Title

      Proceedings of The Seventh Australian User Interface Conference(AUIC2006)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] Emotion from motion2006

    • Author(s)
      Yuichi Kobayashi, Masahide Naemura, Jun Ohya
    • Journal Title

      Proceedings of The First International Workshop on Kansei

      Pages: 1-4

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] Dance Evaluation System based on Motion Analysis2006

    • Author(s)
      Masahiro Tada, Masahide Naemura
    • Journal Title

      Proceedings of First International Conference on Computer Graphics Theory and Applications (GRAPP2006)

      Pages: 243-250

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] An Interface Test-Bed ‘Kansei' Filters Using the Touch Designer Visual Programming Environment2006

    • Author(s)
      Berry Rodney, Masahide Naemura, et al.
    • Journal Title

      Proceedings of The Seventh Australian User Interface Conference (AUIC2006)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] An Interface Test-Bed ‘Kansei' Filters Using the Touch Designer Visual Programming Environment2006

    • Author(s)
      Berry Rodney
    • Journal Title

      Proceedings of The Seventh Australian User Interface Conference (AUIC2006)

    • Related Report
      2005 Annual Research Report
  • [Journal Article] Emotion from motion2006

    • Author(s)
      Yuichi Kobayashi
    • Journal Title

      Proceedings of The First International Workshop on Kansei

      Pages: 1-4

    • Related Report
      2005 Annual Research Report
  • [Journal Article] Dance Evaluation System based on Motion Analysis2006

    • Author(s)
      Masahiro Tada
    • Journal Title

      Proceedings of First International Conference on Computer Graphics Theory and Applications (GRAPP2006)

      Pages: 243-250

    • Related Report
      2005 Annual Research Report
  • [Journal Article] Extraction of rhythmical factors on dance actions through motion analysis2005

    • Author(s)
      Masahide Naemura, Masami Suzuki
    • Journal Title

      Workshop on the Applications of Computer Vision 2005

      Pages: 407-413

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] 身体動作からの感情抽出手法に関する考察2005

    • Author(s)
      小林裕一, 苗村昌秀
    • Journal Title

      電子情報通信学会技術研究報告 マルチメディア・仮想環境基礎 MVE2004-76

      Pages: 41-46

    • NAID

      110003271145

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] The study of emotion extraction method from human motion expression2005

    • Author(s)
      Yuuichi, Masahide Naemura
    • Journal Title

      Technical report of IEICE MVE 2004-76

      Pages: 41-46

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] Extraction of rhythmical factors on dance actions through motion a nalvsis2005

    • Author(s)
      Masahide Naemura
    • Journal Title

      Workshop on the Applications of Computer Vision 2005

      Pages: 407-413

    • Related Report
      2004 Annual Research Report
  • [Journal Article] 身体動作からの感情抽出手法に関する考察2005

    • Author(s)
      小林裕一
    • Journal Title

      電子情報通信学会技術研究報告マルチメディア・仮想環境基礎 MVE2004-76

      Pages: 41-46

    • NAID

      110003271145

    • Related Report
      2004 Annual Research Report

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Published: 2004-04-01   Modified: 2016-04-21  

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