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Implementation of Efficient Computer Vision Based on a Robust Subspace Method

Research Project

Project/Area Number 15300062
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section一般
Research Field Perception information processing/Intelligent robotics
Research InstitutionOkayama University

Principal Investigator

SHAKUNAGA Takeshi  Okayama University, Graduate School of Natural Science and Technology, Computer Science, Professor (80284082)

Co-Investigator(Kenkyū-buntansha) MIGITA Tsuyoshi  OKYAMA UNIVERSITY, Graduate School of Natural Science and Technology, Computer Science, Assistant Professor (90362954)
YAMANE Ryo  OKYAMA UNIVERSITY, Faculty of Engineering, Information Technology, Research Assistant (00362955)
Project Period (FY) 2003 – 2006
Project Status Completed (Fiscal Year 2006)
Budget Amount *help
¥14,300,000 (Direct Cost: ¥14,300,000)
Fiscal Year 2006: ¥2,100,000 (Direct Cost: ¥2,100,000)
Fiscal Year 2005: ¥3,600,000 (Direct Cost: ¥3,600,000)
Fiscal Year 2004: ¥4,900,000 (Direct Cost: ¥4,900,000)
Fiscal Year 2003: ¥3,700,000 (Direct Cost: ¥3,700,000)
KeywordsNormalized Eigenspace / Homogeneous Eigenspace / Relative residual / Parallel Partial Projections / Sparse Template Matching / Face Recognition / Person Tracking / Sparse Template Condensation / 同時固有空間 / 顔面像認識 / コンデンセーション法
Research Abstract

A novel framework of the subspace method is investigated from a viewpoint of computer vision. In this framework, an eigenspace is formulated by a homogeneous representation of a normalized eigenspace., where the normalization means 11-normalization. A partial projection of a given image onto a given normalized eigenspace is then efficiently made by a linear projection of the image onto a homogeneous eigenspace by taking all the effective pixels into account. This simple formulation can be extended to robust partial projection when an outlier detection module is combined with the simple partial projection.
The efficient partial projection can facilitate robust face recognition, real-time face/object tracking, and other applications. In the face recognition, a concept of parallel partial projections is introduced for implementation of robust mechanism for the face recognition in natural environments. In the real-time tracking, a concept of sparse template matching is introduced for accomplishing an efficient matching of a template and an input image. When the sparse template matching is utilized in a framework of particle filter, a very efficient tracker is implemented. The sparse template matching can also be generalized to sparse eigen-template matching when the eigen-template is given in prior, and the eigentemplate matching can also be utilized in the particle filter. Some other extensions are also investigated in the research.

Report

(5 results)
  • 2006 Annual Research Report   Final Research Report Summary
  • 2005 Annual Research Report
  • 2004 Annual Research Report
  • 2003 Annual Research Report
  • Research Products

    (68 results)

All 2008 2007 2006 2005 2004 2003 Other

All Journal Article (63 results) Publications (5 results)

  • [Journal Article] 並列部分射影による顔画像認識とDecomposed Eigenface法への適用2008

    • Author(s)
      坂上文彦, 尺長健
    • Journal Title

      電子情報通信学会論文誌-D Vol.J92-D・5

      Pages: 1349-1358

    • NAID

      110007381064

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Face Recognition by Parallel Partial Projections and its Application to Decomposed Eigenfaces2008

    • Author(s)
      F., Sakaue, T., Shakunaga
    • Journal Title

      Trans. TEICE D Vol. J92-D, No. 5

      Pages: 1349-1358

    • NAID

      110007381064

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] 固有空間を用いた舞踊動作の定量的評価に関する検討2007

    • Author(s)
      山根亮, 尺長健
    • Journal Title

      情報処理学会研究報告 CVIM-158

      Pages: 139-146

    • NAID

      110006250829

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Annual Research Report 2006 Final Research Report Summary
  • [Journal Article] 疎固有テンプレート追跡による実時間顔認識の検討2007

    • Author(s)
      岡田直城, 武村和宙, 尺長健
    • Journal Title

      情報処理学会研究報告 CVIM-160

      Pages: 153-160

    • NAID

      110006423349

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Evaluation of Epipole Estimation Methods with/without Rank-2 Constraint across Algebraic/Geometric Error Functions2007

    • Author(s)
      T. Migita, T. Shakunaga
    • Journal Title

      Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR2007) (In the Proc.)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Quantitative Evaluation of Dance Motion by Eigenspace Analysis2007

    • Author(s)
      R., Yamane, T., Shakunaga
    • Journal Title

      IPSJ SIG Technical Reports Vol. CVIM-158

      Pages: 139-146

    • NAID

      110006250829

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Face Recognition by Means of Sparse Eigentemplate TRacker2007

    • Author(s)
      N., Okada, K., Takemura, T., Shakunaga
    • Journal Title

      IPSJ SIG Technical Reports Vol. CVIM-160

      Pages: 153-160

    • NAID

      110006423349

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Evaluation of Epipole Estimation Methods with/without Rank-2 Constraint across Algebraic/Geometric Error Functions2007

    • Author(s)
      T., Migita, T., Shakunaga
    • Journal Title

      Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR2007) (in Proc)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Gaussian Decomposition for Robust Face Recognition2006

    • Author(s)
      F. Sakaue, T. Shakunaga
    • Journal Title

      Proc. Asian Conference on Computer Vision (ACCV2006)

      Pages: 110-119

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] 疎テンプレートコンデンセーション法による見え情報の学習を伴う実時間物体追跡2006

    • Author(s)
      野口清志, 尺長健
    • Journal Title

      情報処理学会研究報告 CVIM-153

      Pages: 301-308

    • NAID

      110004788360

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary 2005 Annual Research Report
  • [Journal Article] Robust Tracking of Appearance by Sparse Template Adaptation2006

    • Author(s)
      T. Shakunaga, K. Noguchi
    • Journal Title

      Proc. The Eighth IASTED International Conference on Signal and Image Processing (SIP2006)

      Pages: 85-90

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] A Real-life Test of Face Recognition System for Dialogue Interface Robot in Ubiquitous Environments2006

    • Author(s)
      F. Sakaue, M. Kobayashi, T. Migita, T. Shakunaga, J. Satake
    • Journal Title

      Proc. International Conference on Pattern Recognition (ICPR2006)

      Pages: 1155-1160

    • NAID

      120002305786

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] 疎テンプレートによる物体/顔の適応的実時間追跡2006

    • Author(s)
      尺長健
    • Journal Title

      精密工学会 画像応用技術専門委員会 2006年度第2回研究会研究会報告 21・2

      Pages: 9-16

    • NAID

      40015600689

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Gaussian Decomposition for Robust Face Recognition2006

    • Author(s)
      F., Sakaue, T., Shakunaga
    • Journal Title

      Proc. Asian Conference on Computer Vision (ACCV2006)

      Pages: 110-119

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Real-time Object Tracking by Sparse Template Condensation Associated with Online Appearance Learning2006

    • Author(s)
      K., Noguchi, T., Shakunaga
    • Journal Title

      IPSJ SIG Technical Reports Vol. CVIM-153

      Pages: 301-308

    • NAID

      110004788360

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Robust Tracking of Appearance by Sparse Template Adaptation2006

    • Author(s)
      T., Shakunaga, K., Noguchi
    • Journal Title

      Proc. The Eighth TASTED International Conference on Signal and Image Processing (SIP2006)

      Pages: 85-90

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] A Real-life Test of Face Recognition System for Dialogue Interface Robot in Ubiquitous Environments2006

    • Author(s)
      F., Sakaue, M., Kobayashi, T., Migita, Shakunaga, J., Satake
    • Journal Title

      Proc. International Conference on Pattern Recognition (ICPR2006)

      Pages: 1155-1160

    • NAID

      120002305786

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Adaptive Real-time Tracking of Objects and Faces by Sparse Template2006

    • Author(s)
      T., Shakunaga
    • Journal Title

      JSPE TC-IAIP, Technical Repots Vol. 21, No. 2

      Pages: 9-16

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Robust Tracking of Appearnace by Sparse Template Adaptation2006

    • Author(s)
      T.Shakunaga, K.Noguchi
    • Journal Title

      Proc. The Eighth IASTED International Conference on Signal and Image Processing (SIP2006)

      Pages: 85-90

    • Related Report
      2006 Annual Research Report
  • [Journal Article] A Real-life Test of Face Recognition System for Dialogue Interface Robot in Ubiquitous Environments2006

    • Author(s)
      F.Sakaue, M.Kobayashi, T.Migita, T.Shakunaga, J.Satake
    • Journal Title

      Proc. International Conference on Pattern Recognition (ICPR2006)

      Pages: 1155-1160

    • NAID

      120002305786

    • Related Report
      2006 Annual Research Report
  • [Journal Article] 疎テンプレートによる物体/顔の適応的実時間追跡2006

    • Author(s)
      尺長健
    • Journal Title

      精密工学会 画像応用技術専門委員会 2006年度第2回研究会講演

    • NAID

      40015600689

    • Related Report
      2006 Annual Research Report
  • [Journal Article] Gaussian Decomposition for Robust Face Recognition2006

    • Author(s)
      F.Sakaue, T.Shakunaga
    • Journal Title

      Proc.Asian Conference on Computer Vision (ACCV2006)

      Pages: 110-119

    • Related Report
      2005 Annual Research Report
  • [Journal Article] 疎テンプレートマッチングとその実時間物体追跡への応用2005

    • Author(s)
      松原康晴, 尺長健
    • Journal Title

      情報処理学会論文誌 Vol.46 No.SIG9

      Pages: 60-71

    • NAID

      110002768791

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary 2005 Annual Research Report
  • [Journal Article] Appearance Tracker Based on Sparse Eigentemplate2005

    • Author(s)
      T. Shakunaga, Y. Matsubara, K. Noguchi
    • Journal Title

      Proc. International Conference on Machine Vision & Applications (MVA2005)

      Pages: 13-17

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] 動作データの時系列相関行列による舞踊動作解析2005

    • Author(s)
      山根亮, 川嶋幸治, 戸高千智, 尺長健
    • Journal Title

      電子情報通信学会論文誌-DII Vol.J88-D-II・8

      Pages: 1652-1661

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] 選択的半追跡を組み込んだ疎テンプレートコンデンセーション法2005

    • Author(s)
      阿部圭佑, 野口清志, 尺長健
    • Journal Title

      画像の認識・理解シンポジウム(MIRU2005)論文集

      Pages: 403-410

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary 2005 Annual Research Report
  • [Journal Article] 並列部分射影に基づく照明変動にロバストな高速背景差分法2005

    • Author(s)
      坂上文彦, 尺長健
    • Journal Title

      画像の認識・理解シンポジウム(MIRU2005)論文集

      Pages: 1216-1223

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary 2005 Annual Research Report
  • [Journal Article] ガウシアンフィルタによる画像分解を用いた照明変動にロバストな顔画像認識2005

    • Author(s)
      坂上文彦, 尺長健
    • Journal Title

      電子情報通信学会技術研究報告 105・374

      Pages: 45-50

    • NAID

      110003496733

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary 2005 Annual Research Report
  • [Journal Article] Coordination of Appearance and Motion Data for Virtual View Generation of Traditional Dances2005

    • Author(s)
      Y. Kamon, R. Yamane, Y. Mukaigawa, T. Shakunaga
    • Journal Title

      Proc. Fifth International Conference on 3-D Digital Imaging and Modeling (3DIM2005)

      Pages: 118-125

    • NAID

      120006658704

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Combination of Projectional and Locational Decompositions for Robust Face Recognition2005

    • Author(s)
      F. Sakaue, T. Shakunaga
    • Journal Title

      Proc. International Workshop on Analysis and Modeling of Face and Gestures (AMFG2005)

      Pages: 407-421

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Sparse Template Matching and Its Application to Real-time Object Tracking2005

    • Author(s)
      Y., Matsubara, T., Shakunaga
    • Journal Title

      IPSJ Trans. Computer Vision and Image Media Vol. 46, No. 9

      Pages: 60-71

    • NAID

      110002768791

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Appearance Tracker Based on Sparse Eigentemplate2005

    • Author(s)
      T., Shakunaga, Y., Matsubara, K., Noguchi
    • Journal Title

      Proc. International Conference on Machine Vision & Applications (MVA2005)

      Pages: 13-17

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Shakunaga, Analysis of Dance Motion by Correlations between Motion Data2005

    • Author(s)
      R., Yamane, K., Kawashima, C., Todaka
    • Journal Title

      Trans. IEICE D-II Vol. J88-D-II, No. 8

      Pages: 1652-1661

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Sparse Template Condensation Combined with Selective Semi-tracking2005

    • Author(s)
      K., Abe, K., Noguchi, T., Shakunaga
    • Journal Title

      Proc. Meeting on Image Recognition and Understanding (MIRU2005).

      Pages: 403-410

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Robust and Fast Background Subtraction under Varying Lighting Conditions by Parallel Partial Projections2005

    • Author(s)
      F., Sakaue, T., Shakunaga
    • Journal Title

      Proc. Meeting on Image Recognition and Understanding (MIRU2005)

      Pages: 1216-1223

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Coordination of Appearance and Motion Data for Virtual View Generation of Traditional Dances2005

    • Author(s)
      Y., Kamon, R., Yamane, Y., Mukaigawa, T., Shakunaga
    • Journal Title

      Proc. Fifth International Conference on 3-D Digital Imaging and Modeling (3DIM2005)

      Pages: 119-125

    • NAID

      120006658704

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Combination of Projectional and Locational Decompositions for Robust Face Recognition2005

    • Author(s)
      F., Sakaue, T., Shakunaga
    • Journal Title

      Proc. International Workshop on Analysis and Modeling of Face and Gestures (AMFG2005)

      Pages: 497-421

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Appearance Tracker Based on Sparse Eigentemplate2005

    • Author(s)
      T.Shakunaga, Y.Matsubara, K.Noguchi
    • Journal Title

      Proc.International Conference on Machine Vision & Applications (MYA2005)

      Pages: 13-17

    • Related Report
      2005 Annual Research Report
  • [Journal Article] Coordination of Appearance and Motion Data for Virtual View Generation of Traditional Dances2005

    • Author(s)
      Y.Kamon, R.Yamane, Y.Mukaigawa, T.Shakunaga
    • Journal Title

      Proc.Fifth International Conference on 3-D Digital Imaging and Modeling (3DIM2005)

      Pages: 118-125

    • NAID

      120006658704

    • Related Report
      2005 Annual Research Report
  • [Journal Article] Combination of Projectional and Locational Decompositions for Robust Face Recognition2005

    • Author(s)
      F.Sakaue, T.Shakunaga
    • Journal Title

      Proc.International Workshop on Analysis and Modeling of Face and Gestures (AMEG2005)

      Pages: 407-421

    • Related Report
      2005 Annual Research Report
  • [Journal Article] Robust Projection onto Normalized Eigenspace Using Relative Residual analysis and Optimal Partial Projection2004

    • Author(s)
      F. Sakaue, T. Shakunaga
    • Journal Title

      IEICE Trans. Inf. & Syst., Vol.87-D No.1

      Pages: 34-41

    • NAID

      110003213802

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] 疎テンプレートマッチングに基づく実時間物体追跡2004

    • Author(s)
      松原康晴, 尺長健
    • Journal Title

      情報処理学会研究報告 CVIM-143

      Pages: 49-56

    • NAID

      110002664118

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Face Recognition by Parallel Partial Projections2004

    • Author(s)
      F. Sakaue, T. Shakunaga
    • Journal Title

      Proc. of Asian Conference on Computer Vision (ACCV2004) Vol.1

      Pages: 144-150

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Robust Face Recognition by Combining Projection-Based Image Correction and Decomposed Eigenface2004

    • Author(s)
      F. Sakaue, K. Shigenari, T. Shakunaga
    • Journal Title

      Proc. of IEEE conference on Automatic Face and Gesture Recognition (FG2004)

      Pages: 241-247

    • NAID

      120006658705

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Multiple Target Tracking by Appearance-based Condensation Tracker Using Structure Information2004

    • Author(s)
      J. Satake, T. Shakunaga
    • Journal Title

      Proc. of International Conference on Pattern Recognition (ICPR2004) Vol.3

      Pages: 294-297

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] 疎固有テンプレートマッチングに基づくコンデンセーション法2004

    • Author(s)
      松原康晴, 野口清志, 尺長健
    • Journal Title

      画像の認識・理解シンポジウム(MIRU2004)論文集 Vol.1

      Pages: 261-266

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary 2004 Annual Research Report
  • [Journal Article] 並列部分射影と固有顔の直交分解を組み合わせた顔画像認識2004

    • Author(s)
      坂上文彦, 尺長健
    • Journal Title

      画像の認識・理解シンポジウム(MIRU2004)論文集 Vol.1

      Pages: 709-714

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary 2004 Annual Research Report
  • [Journal Article] Robust Projection onto Normalized Eigenspace Using Relative Residual analysis and Optimal Partial Projection2004

    • Author(s)
      F., Sakaue, T., Shakunaga
    • Journal Title

      IEICE Trans. Inf. & Syst Vol. 87-D, No. 1

      Pages: 34-41

    • NAID

      110003213802

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Real-time Object Tracking by Sparse Template Matching2004

    • Author(s)
      Y., Matsubara, T., Shakunaga
    • Journal Title

      IPSJ SIG Technical Reports Vol. CVIM-143

      Pages: 49-56

    • NAID

      110002664118

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Face Recognition b Parallel Partial Projections2004

    • Author(s)
      F., Sakaue, T., Shakunaga
    • Journal Title

      Proc. of Asian Conference on Computer Vision (ACCV2004) Vol. 1

      Pages: 144-150

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Robust Face Recognition by Combining Projection-Based Image Correction and Decomposed Eigenface2004

    • Author(s)
      F., Sakaue, K., Shigenari, T., Shakunaga
    • Journal Title

      Proc. of IEEE conference on Automatic Face and Gesture Recognition(FG2004)

      Pages: 241-247

    • NAID

      120006658705

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Multiple Target Tracking by Appearance-based Condensation Tracker Using Structure Information2004

    • Author(s)
      J., Satake, T., Shakunaga
    • Journal Title

      Proc. of International Conference on Pattern Recognition(ICPR2004) Vol. 3

      Pages: 294-297

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Condensation Tracker Based on Sparse Eigentemnlate Matching2004

    • Author(s)
      Y., Matsubara, K., Noguchi, T., Shakunaga
    • Journal Title

      Proc. Meeting on Image Recognition and Understanding (MIRU2004) Vol. 1

      Pages: 261-266

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Face Recognition b Combining Parallel Partial Projections an Decomposed Eigenface2004

    • Author(s)
      F., Sakaue, T., Shakunaga
    • Journal Title

      Proc. Meeting on Image Recognition and Understanding (MIRU2004) Vol. 1

      Pages: 709-714

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Robust Face Recognition by Combining Projection-Based Image Correction and Decomposed Eigenface2004

    • Author(s)
      F.Sakaue, K.Shigenari, T.Shakunaga
    • Journal Title

      Proc. of IEEE conference on Automatic Face and Gesture Recognition(EG2004)

      Pages: 241-247

    • NAID

      120006658705

    • Related Report
      2004 Annual Research Report
  • [Journal Article] Multiple Target Tracking by Appearance-based Condensation Tracker Using Structure Information2004

    • Author(s)
      J.Satake, T.Shakunaga
    • Journal Title

      Proc. of International Conference on Pattern Recognition(ICPR2004) Vol.3

      Pages: 294-297

    • Related Report
      2004 Annual Research Report
  • [Journal Article] 固有顔の直交分解と仮想化による照明変動に影響されない顔画像認識2003

    • Author(s)
      重成一真, 坂上文彦, 尺長健
    • Journal Title

      電子情報通信学会論文誌-DII Vol.J86-D-II・7

      Pages: 996-1004

    • NAID

      110003202624

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] 固有空間による顔のモデル化と認識2003

    • Author(s)
      尺長健, 坂上文彦, 松原康晴
    • Journal Title

      情報処理学会研究報告 CVIM-139

      Pages: 77-84

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] 正規化固有空間への最適部分射影とその応用2003

    • Author(s)
      坂上 文彦, 尺長 健
    • Journal Title

      情報処理学会論文誌 Vol.44No.SIG17

      Pages: 100-108

    • NAID

      110002712007

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Decomposition and Virtualization of Eigenface for Face Recognition under Various Lighting Conditions2003

    • Author(s)
      K., Shigenari, F., Sakaue, T., Shakunaga
    • Journal Title

      Trans. IEICE D-II, Vol. J86-D-II no. 7

      Pages: 996-1004

    • NAID

      110003202624

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Facial Modeling and Recognition Based on Eigenfaces2003

    • Author(s)
      T., Shakunaga, F., Sakaue, Y., Matsubara
    • Journal Title

      IPSJ SIG Technical Reports Vol. CVIM-139

      Pages: 77-84

    • NAID

      110002664079

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Optimal Partial Projection to Normalized Eigenspace and Its Applications2003

    • Author(s)
      F., Sakaue, T., Shakunaga
    • Journal Title

      IPSJ Trans. Computer Vision and Image Media Vol. 44, No. 17

      Pages: 100-108

    • NAID

      110002712007

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Gaussian Decomposition for Robust Face Recognition under Various Lightine Conditions

    • Author(s)
      F., Sakaue, T., Shakunaga
    • Journal Title

      IEICE Technical Report Vol. 105, No. 374

      Pages: 45-50

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Publications] 坂上 文彦, 尺長 健: "正規化固有空間への部分射影問題の解法"情報処理学会論文誌. Vol.44 No.SIG17. 100-108 (2003)

    • Related Report
      2003 Annual Research Report
  • [Publications] F.Sakaue, T.Shakunaga: "Robust Projection onto Normalized Eigenspace Using Relative Residual analysis and Optimal Partial Projection"IEICE Trans.Inf.& Syst.. Vol.87-D No.1. 34-41 (2004)

    • Related Report
      2003 Annual Research Report
  • [Publications] F.Sakaue, T.Shakunaga: "Face Recognition by Parallel Partial Projections"Proc.of Asian Conference on Computer Vision(ACCV2004). Vol.1. 144-150 (2004)

    • Related Report
      2003 Annual Research Report
  • [Publications] 尺長健, 坂上文彦, 松原康晴: "固有空間による顔のモデル化と認識"情報処理学会研究報告. CVIM-139. 77-84 (2003)

    • Related Report
      2003 Annual Research Report
  • [Publications] 松原康晴, 尺長健: "疎テンプレートマッチングに基づく実時間物体追跡"情報処理学会研究報告. CVIM-143. 49-56 (2004)

    • Related Report
      2003 Annual Research Report

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Published: 2003-04-01   Modified: 2016-04-21  

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