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A Robust Human Characteristic Estimation under Varying Facial Pose for Human Interface and Interaction

Research Project

Project/Area Number 19700185
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeSingle-year Grants
Research Field Perception information processing/Intelligent robotics
Research InstitutionSasebo National College of Technology

Principal Investigator

TAKIMOTO Hironori  Sasebo National College of Technology, 電子制御工学科, 助教 (10413874)

Project Period (FY) 2007 – 2008
Project Status Completed (Fiscal Year 2008)
Budget Amount *help
¥1,020,000 (Direct Cost: ¥900,000、Indirect Cost: ¥120,000)
Fiscal Year 2008: ¥520,000 (Direct Cost: ¥400,000、Indirect Cost: ¥120,000)
Fiscal Year 2007: ¥500,000 (Direct Cost: ¥500,000)
Keywords顔画像処理 / 人物属性推定 / 性別年齢推定 / 外観年齢 / ARSM
Research Abstract

我々は、開発した人物属性推定システムを用いて性差や経年変化などの人物属性という観点からの顔の左右対称性について検証を行った。結果として、カメラ正面に対して水平方向に45°程度、垂直方向に30°程度顔が傾いていた場合でも、性別推定・年齢推定ともに人間と同等程度の推定精度が得られることを確認した。また、人の人物属性認知メカニズムに着目し、人が潜在的に用いている顔領域における属性特徴(特に年齢特徴)を決定し、その有効性を確認した。

Report

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

    (20 results)

All 2009 2008 2007

All Journal Article (8 results) (of which Peer Reviewed: 8 results) Presentation (12 results)

  • [Journal Article] 顔特徴が人の年齢認知に及ぼす影響の解析2009

    • Author(s)
      滝本裕則,桑野翼,深井寛修,満倉靖恵,福見稔
    • Journal Title

      佐世保工業高等専門学校研究報告

      Pages: 33-40

    • NAID

      110006981226

    • Related Report
      2008 Final Research Report
    • Peer Reviewed
  • [Journal Article] 顔特徴が人の年齢認知に及ぼす影響の解析2009

    • Author(s)
      滝本裕則, 他4名
    • Journal Title

      佐世保工業高等専門学校研究報告

      Pages: 33-40

    • NAID

      110006981226

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Apparent AgeFeature Extraction by Empirical Mode Decomposition2008

    • Author(s)
      H. Fukai, H. Takimoto, Y. Mitsukura, T. Tanaka, M. Fukumi
    • Journal Title

      Journal of Signal Processing Vol.12, No.6

      Pages: 457-463

    • Related Report
      2008 Final Research Report
    • Peer Reviewed
  • [Journal Article] A Robust Gender and Age Estimation under Varying Facial Pose2008

    • Author(s)
      H. Takimoto, Y. Mitsukura, M. Fukumi, N. Akamatsu
    • Journal Title

      Journal of Electronics and Communications in Japan Vol.91, No.7

      Pages: 32-40

    • NAID

      210000173413

    • Related Report
      2008 Final Research Report
    • Peer Reviewed
  • [Journal Article] A Robust Gender and Age Estimation under Varying Facial Pose2008

    • Author(s)
      滝本裕則, 他3名
    • Journal Title

      Journal of Electronics and Communications in Japan Vol.91,No,7

      Pages: 32-40

    • NAID

      210000173413

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Apparent Age Feature Extraction by Empirical Mode Decomposition2008

    • Author(s)
      深井寛修、滝本裕則, 他3名
    • Journal Title

      Journal of Signal Processing Vol.12,No,6

      Pages: 457-463

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 姿勢変動に影響されない顔画像からの性別年齢推定2007

    • Author(s)
      滝本裕則,満倉靖恵,福見稔,赤松則男
    • Journal Title

      電気学会論文誌C Vol.127-C, No.7

      Pages: 1022-1029

    • Related Report
      2008 Final Research Report
    • Peer Reviewed
  • [Journal Article] 姿勢変動に影響されない顔画像からの性別年齢推定2007

    • Author(s)
      滝本裕則、他3名
    • Journal Title

      電気学会論文誌C Vol.127-C, No.7

      Pages: 1022-1029

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Presentation] 顔画像からの見かけ年齢特徴抽出に関する一考察2008

    • Author(s)
      滝本裕則,深井寛修,満倉靖恵,福見稔
    • Organizer
      第18回インテリジェント・システム・シンポジウム
    • Place of Presentation
      広島(JAPAN)
    • Related Report
      2008 Final Research Report
  • [Presentation] Feature Extraction System for Age Estimation2008

    • Author(s)
      H. Fukai, H. Takimoto, Y. Mitsukura, and M. Fukumi
    • Organizer
      12th Internati- zonal Conference on Knowledge-Based and Intelligent Information & Engineering Systems
    • Place of Presentation
      Zagreb (Croatia)
    • Related Report
      2008 Final Research Report
  • [Presentation] Apparent Age Feature Extraction by Empirical Mode Decomposition2008

    • Author(s)
      H. Fukai, H. Takimoto, Y. Mitsukura, T. Tanaka, and M. Fukumi
    • Organizer
      2008 RISP International Workshop on Nonlinear Circuits and Signal Processing
    • Place of Presentation
      Gold Coast (Australia)
    • Related Report
      2008 Final Research Report
  • [Presentation] An Analysis of the Influence of Facial Feature on Age Perception2008

    • Author(s)
      H. Takimoto, T. Kuwano, H. Fukai, Y. Mitsukura and, M. Fukumi
    • Organizer
      2008 RISP International Workshop on Nonlinear Circuits and Signal Processing
    • Place of Presentation
      Gold Coast (Australia)
    • Related Report
      2008 Final Research Report
  • [Presentation] 顔画像からの見かけ年齢特徴抽出に関する一考察2008

    • Author(s)
      滝本裕則, 他3名
    • Organizer
      第18回インテリジェント・システム・シンポジウム
    • Place of Presentation
      広島
    • Related Report
      2008 Annual Research Report
  • [Presentation] Feature Extraction System for Age Estimation2008

    • Author(s)
      深井寛修、滝本裕則, 他2名
    • Organizer
      12th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems
    • Place of Presentation
      Zagreb, Croatia
    • Related Report
      2008 Annual Research Report
  • [Presentation] An Analysis of the Influence of Facial Feature on Age Perception2008

    • Author(s)
      滝本裕則、他4名
    • Organizer
      2008 RISP International Workshop on Nonlinear Circuits and Signal Processing (NCSP'08)
    • Place of Presentation
      Gold Coast, Australia
    • Related Report
      2007 Annual Research Report
  • [Presentation] Apparent Age Feature Extraction by Empirical Mode Decomposition2008

    • Author(s)
      深井寛修、滝本裕則、他2名
    • Organizer
      2008 RISP International Workshop on Nonlinear Circuits and Signal Processing (NCSP'08)
    • Place of Presentation
      Gold Coast, Australia
    • Related Report
      2007 Annual Research Report
  • [Presentation] Apparent Age Estimation System Based on Age Perception2007

    • Author(s)
      H. Fukai, H. Takimoto, Y. Mitsukura, and M. Fukumi
    • Organizer
      SICE Annual Conference 2007
    • Place of Presentation
      Kagawa (JAPAN)
    • Related Report
      2008 Final Research Report
  • [Presentation] Appearance-age feature extraction from facial image based on age perception2007

    • Author(s)
      H. Takimoto, T. Kuwano, Y. Mitsukura, H. Fukai, and M. Fukumi
    • Organizer
      SICE Annual Conference 2007
    • Place of Presentation
      Kagawa (JAPAN)
    • Related Report
      2008 Final Research Report
  • [Presentation] Appearance-age feature extraction from facial image based on age perception2007

    • Author(s)
      滝本裕則、他4名
    • Organizer
      SICE Annual Conference 2007
    • Place of Presentation
      Kagawa, JAPAN
    • Related Report
      2007 Annual Research Report
  • [Presentation] Apparent age estimation system based on age perception2007

    • Author(s)
      深井寛修、滝本裕則、他2名
    • Organizer
      SICE Annual Conference 2007
    • Place of Presentation
      Kagawa, JAPAN
    • Related Report
      2007 Annual Research Report

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

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