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2007 Fiscal Year Final Research Report Summary

Model learning for image understanding from video archives

Research Project

Project/Area Number 17300040
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section一般
Research Field Media informatics/Database
Research InstitutionNational Institute of Informatics

Principal Investigator

SATOH Shin'ichi  National Institute of Informatics, Digital Content and Media Sciences Research Division, Professor (90249938)

Co-Investigator(Kenkyū-buntansha) MICHAEL E Houle  National Institute of Informatics, Collaborative Research Unit, Visiting Professor (90399270)
KATAYAMA Norio  National Institute of Informatics, Digital Content and Media Sciences Research Division, Associate Professor (60280559)
HIROSHI Mo  National Institute of Informatics, Digital Content and Media Sciences Research Division, Assistant Professor (60312203)
Project Period (FY) 2005 – 2007
KeywordsImage indexing / Image mining / Image recognition model / Clustering / Multimodal analysis
Research Abstract

In this study, we address techniques to automatically learn models for image understanding from everyday broadcast video. This is especially useful to realize video content analysis for video archive retrieval and to realize robot vision for interactive robot supporting daily life.
For these purposes, it is not necessary to realize very precise visual measurement which is typically used for industrial robots, however, it is desired to identify many various types of objects which ordinary people know as the common sense, or to identify new object which might become new trend. The main goal of the study is to establish the methodology to automatically and dynamically obtain image understanding models from broadcast videos.

  • Research Products

    (57 results)

All 2008 2007 2006 2005 Other

All Journal Article (56 results) (of which Peer Reviewed: 29 results) Book (1 results)

  • [Journal Article] Media objects for user-centered similarity matching2008

    • Author(s)
      Jean Martinet, Shin'ichi Satoh, Yves Chiraramella, and Philippe Mulhem
    • Journal Title

      Multimedia Tools and Applications (published online)

      Pages: March 8th

    • Description
      「研究成果報告書概要(和文)」より
    • Peer Reviewed
  • [Journal Article] Media objects for user-centered similarity matching2008

    • Author(s)
      Jean Martinet, Shin'ichi Satoh, Yves Chiaramella, Philippe Mulhem
    • Journal Title

      Multimedia Tools and Applications, March 8th(published online).

    • Description
      「研究成果報告書概要(欧文)」より
  • [Journal Article] Concentric Ring View F+:マルチメディアデータのためのリング状検索インタフェース2007

    • Author(s)
      梶山 朋子, 中丸 幸治, 大野 義夫, 神門 典子, 佐藤 真一
    • Journal Title

      情報処理学会論文誌 Vol.48,No.2

      Pages: 918-928

    • Description
      「研究成果報告書概要(和文)」より
    • Peer Reviewed
  • [Journal Article] 旋回中の監視カメラで撮影した画像からの高速な侵入者検知2007

    • Author(s)
      中島 慶人, 佐藤 真一, 白井 良明, 上野 晴樹
    • Journal Title

      電気学会論文誌C Vol.127,No.3

      Pages: 359-366

    • Description
      「研究成果報告書概要(和文)」より
    • Peer Reviewed
  • [Journal Article] Ent-Boost:Boosting Using Entropy Measures for Robust Object Detection2007

    • Author(s)
      Duy-Dinh Le and Shin'ichi Satoh
    • Journal Title

      Pattern Recognition Letters Vol.28

      Pages: Issue 9

    • Description
      「研究成果報告書概要(和文)」より
    • Peer Reviewed
  • [Journal Article] An information theoretic approach for automatic document annotation from inter-modal analysis2007

    • Author(s)
      Jean Martinet, and Shin'ichi Satoh
    • Journal Title

      International Workshop on Multimodal Information Retrieval, In conjunction with IJCAI (発行確定)

    • Description
      「研究成果報告書概要(和文)」より
    • Peer Reviewed
  • [Journal Article] Using visual-textual mutual information and entropy for inter-modal document indexing2007

    • Author(s)
      Jean Martinet, Shin'ichi Satoh
    • Journal Title

      European Conference on Information Retrieval, Rome Apr.2-5(発行確定)

    • Description
      「研究成果報告書概要(和文)」より
    • Peer Reviewed
  • [Journal Article] Boosting Face Retrieval By Using Relevant Set Correlation Clustering2007

    • Author(s)
      Duy-Dinh Le, Shin'ichi Satoh, and Michael Houle
    • Journal Title

      International Conference on Multimedia and Expo(ICME2007) Beijing(発行確定)

    • Description
      「研究成果報告書概要(和文)」より
    • Peer Reviewed
  • [Journal Article] Image-based Quizzes from News Video Archives2007

    • Author(s)
      Masanori Sano, Nobuyuki Yagi, Jean Martinet, NorioKatayama, Shin'ichi Satoh
    • Journal Title

      International Conference on Multimedia and Expo(ICME2007) Beijing(発行確定)

    • Description
      「研究成果報告書概要(和文)」より
    • Peer Reviewed
  • [Journal Article] Finding Important People in Large News Video Databases Using Multimodal and Clustering Analysis2007

    • Author(s)
      Duy-Dinh Le, Shin'ichi Satoh, Michale E.Houle, and Dat P.T.Nguyen
    • Journal Title

      The Second IEEE International Workshop on Multimedia Databases and Data Management In conjunction with ICDE (発行確定)

    • Description
      「研究成果報告書概要(和文)」より
    • Peer Reviewed
  • [Journal Article] A study of intra-modal association rules for visual modality representation2007

    • Author(s)
      Jean Martinet, Shin'ichi Satoh
    • Journal Title

      International Workshop on Content-Based Multimedia Indexing(CBMI2007) (発行確定)

    • Description
      「研究成果報告書概要(和文)」より
    • Peer Reviewed
  • [Journal Article] Video Search By Multi-modal and Clustering Analysis2007

    • Author(s)
      Duy-Dinh Le, Fuminori Yamagishi, and Shin'ichi Satoh
    • Journal Title

      Proc.of International Conference on Image and Video Retrieval(CIVR2007) VideOlympics Video Retrieval Showcase

      Pages: 650-650

    • Description
      「研究成果報告書概要(和文)」より
    • Peer Reviewed
  • [Journal Article] media Walker:A Video Archive Explorer based on Time-Series Semantic Structure2007

    • Author(s)
      Ichiro Ide, Tomoyoshi Kinoshita, Tomokazu Takahashi, Shin'ichi Satoh, and Hiroshi Murase
    • Journal Title

      ACM Multimedia DEMO

      Pages: 162-163

    • Description
      「研究成果報告書概要(和文)」より
    • Peer Reviewed
  • [Journal Article] Scene Duplicate Detection from Videos Based on Trajectories of Feature Points2007

    • Author(s)
      Shin'ichi Satoh, Masao Takimoto, and Jun Adachi
    • Journal Title

      International Workshop on Multimedia Information Retrieval(MIR2007) in conjunction with ACM Multimedia

      Pages: 237-244

    • Description
      「研究成果報告書概要(和文)」より
    • Peer Reviewed
  • [Journal Article] National Institute of Informatics,Japan at TRECVID 2007:BBC Rushes Summarization2007

    • Author(s)
      Duy-Dinh Le and Shin'ichi Satoh
    • Journal Title

      TRECVID BBC Rushes Summarization Workshop, in conjunction with ACM Multimedia

      Pages: 70-73

    • Description
      「研究成果報告書概要(和文)」より
    • Peer Reviewed
  • [Journal Article] Ent-Boost : Boosting Using Entropy Measures for Robust Object Detection2007

    • Author(s)
      Duy-Dinh Le, Shin'ichi Satoh
    • Journal Title

      Pattern Recognition Letters Vol.28, Issue9

    • Description
      「研究成果報告書概要(欧文)」より
  • [Journal Article] An information theoretic approach for automatic document annotation from inter-modal analysis2007

    • Author(s)
      Jean Martinet, Shin'ichi Satoh
    • Journal Title

      International Workshop on Multimodal Information Retrieval, In conjunction with IJCAI

    • Description
      「研究成果報告書概要(欧文)」より
  • [Journal Article] Using visual-textual mutual information and entropy for inter-modal document indexing2007

    • Author(s)
      Jean Martinet, Shin'ichi Satoh
    • Journal Title

      European Conference on Information Retrieval, Rome

      Pages: 2-5

    • Description
      「研究成果報告書概要(欧文)」より
  • [Journal Article] Boosting Face Retrieval By Using Relevant Set Correlation Clustering2007

    • Author(s)
      Duy-Dinh Le, Shin'ichi Satoh, Michael Houle
    • Journal Title

      International Conference on Multimedia and Expo(Beijing) (ICME2007)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Journal Article] Image-based Quizzes from News Video Archives2007

    • Author(s)
      Masanori Sano, Nobuyuki Yagi, Jean Martinet, NorioKatayama, Shin'ichi Satoh
    • Journal Title

      International Conference on Multimedia and Expo(Beijing) (ICME2007)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Journal Article] Finding Important People in Large News Video Databases Using Multimodal and Clustering Analysis2007

    • Author(s)
      Duy-Dinh Le, Shin'ichi Satoh, Michale E. Houle, Dat P.T. Nguyen
    • Journal Title

      The Second IEEE International Workshop o Multimee Databases and Data Management In conjunction with ICDE

    • Description
      「研究成果報告書概要(欧文)」より
  • [Journal Article] Video Search By Multi-modal and Clustering Analysis2007

    • Author(s)
      Duy-Dinh Le, Fuminori Yamagishi, Shin'ichi Satoh
    • Journal Title

      Proc. of International Conference on Image and Video Retrieval(VideOlympics Video Retrieval Showcase) (CIVR2007)

      Pages: 650-650

    • Description
      「研究成果報告書概要(欧文)」より
  • [Journal Article] media Wallker : A Video Archive Explorer based on Time-Series Semantic Structure2007

    • Author(s)
      Ichiro Ide, Tomoyoshi Kinoshita, Tomokazu Takahashi, Shin'ichi Satoh, Hiroshi Murase
    • Journal Title

      ACM Multimedia, DEMO

      Pages: 162-163

    • Description
      「研究成果報告書概要(欧文)」より
  • [Journal Article] Scene Duplicate Detection from Videos Based on Trajectories of Feature Points2007

    • Author(s)
      Shin'ichi Satoh, Masao Takimoto, Jun Adachi
    • Journal Title

      International Workshop on Mutimedia Information Retrieval, in conjunction with ACM Multimedia (MIR2007)

      Pages: 237-244

    • Description
      「研究成果報告書概要(欧文)」より
  • [Journal Article] National Institute of Informatics, Japan at TRECVID : BBC Rushes Summarization2007

    • Author(s)
      Duy-Dinh Le, Shin'ichi Satoh
    • Journal Title

      TRECVID BBC Rushes Summarization Workshop, in conjunction with ACM Multimedia

      Pages: 70-73

    • Description
      「研究成果報告書概要(欧文)」より
  • [Journal Article] A Multi-Stage Approach to Fast Face Detection2006

    • Author(s)
      Duy Dinh Le and Shin'ichi Satoh
    • Journal Title

      The Transactions of the Institute of Electronics, Information and Communication Engineers Vol.E89-D,No.7

      Pages: 2275-2285

    • Description
      「研究成果報告書概要(和文)」より
    • Peer Reviewed
  • [Journal Article] 大容量放送映像アーカイブからの同一フラッシュシーン映像の発見2006

    • Author(s)
      瀧本 政雄, 佐藤 真一, 坂内 正夫
    • Journal Title

      電子情報通信学会論文誌 Vol.J89-D,No.12

      Pages: 2699-2709

    • Description
      「研究成果報告書概要(和文)」より
    • Peer Reviewed
  • [Journal Article] Context-Based Conceptual Image Indexing2006

    • Author(s)
      Stephane Ayache, Georges Quenot, and Shin'ichi Satoh
    • Journal Title

      International Conference on Acoustics, Speech, and Signal Processing(ICASSP) (発行確定)

    • Description
      「研究成果報告書概要(和文)」より
    • Peer Reviewed
  • [Journal Article] Identification and detection of the same scene based on flashlight patterns2006

    • Author(s)
      Masao Takimoto, Shin'ichi Satoh, and Masao Sakauchi
    • Journal Title

      International Conference on Multimedia and Expo(ICME2006) Toronto(発行確定)

    • Description
      「研究成果報告書概要(和文)」より
    • Peer Reviewed
  • [Journal Article] Exploiting topic thread structures in a news video archive for the semi-automatic generation of video summaries2006

    • Author(s)
      Ichiro Ide, Hiroshi Mo, Norio Katayama, and Shin'ichi Satoh
    • Journal Title

      International Conference on Multimedia and Expo(ICME2006) Toronto(発行確定)

    • Description
      「研究成果報告書概要(和文)」より
    • Peer Reviewed
  • [Journal Article] Using topic concepts for semantic video shots classification2006

    • Author(s)
      Stephane Ayache, George Quenot, Jerome Gensel, and Shin'ichi Satoh
    • Journal Title

      Proc.of International Conference on Image and Video Retrieval(CIVR2006) (発行確定)

    • Description
      「研究成果報告書概要(和文)」より
    • Peer Reviewed
  • [Journal Article] Face Retrieval in Broadcasting News Video By Fusing Temporal and Intensity Information2006

    • Author(s)
      Duy-Dinh Le, Shin'ichi Satoh, and Michael E.Houle
    • Journal Title

      Proc.of International Conference on Image and Video Retrieval(CIVR2006) (発行確定)

    • Description
      「研究成果報告書概要(和文)」より
    • Peer Reviewed
  • [Journal Article] Ent-Boost:Boosting Using Entropy Measure for Robust Object Detection2006

    • Author(s)
      Duy-Dinh Le, Shin'ichi Satoh
    • Journal Title

      Proc.of International Conference on Image and Video Retrieval(CIVR2006) (発行確定)

    • Description
      「研究成果報告書概要(和文)」より
    • Peer Reviewed
  • [Journal Article] A hybrid classifier for precise and robust eye detection2006

    • Author(s)
      Lizuo Jin, Xiaohui Yuan, Shin'ichi Satoh, Liangzheng Xia
    • Journal Title

      Proc.of International Conference on Pattern Recognition(ICPR2006) (発行確定)

    • Description
      「研究成果報告書概要(和文)」より
    • Peer Reviewed
  • [Journal Article] Robust Object Detection Using Fast Feature Selection from Huge Feature Sets2006

    • Author(s)
      Duy-Dinh Le, Shin'ichi Satoh
    • Journal Title

      International Conference on Image Processing(ICIP2006) (発行確定)

    • Description
      「研究成果報告書概要(和文)」より
    • Peer Reviewed
  • [Journal Article] Large-Scale News Video Retrieval via Visualization2006

    • Author(s)
      Hang zaiLuo, Jian pingFan, Yu liGao, Shin'ichi Satoh, William Ribarsky
    • Journal Title

      Demo, ACM Multimedia (発行確定)

    • Description
      「研究成果報告書概要(和文)」より
    • Peer Reviewed
  • [Journal Article] Exploring Large-Scale Video News via Interactive Visualization2006

    • Author(s)
      Hang zaiLuo, Jian pingFan, Jing Yang, William Ribarsky, Shin'ichi Satoh
    • Journal Title

      IEEE Symposium on Visual Analytics Science and Technology(VAST) (発行確定)

    • Description
      「研究成果報告書概要(和文)」より
    • Peer Reviewed
  • [Journal Article] Large-Scale News Video Database Browsing and Retrieval via Information Visualization2006

    • Author(s)
      Hang zaiLuo, Jian pingFan, Shin'ichiSatoh, William Ribarsky
    • Journal Title

      ACM Symposium on Applied Computing(SAC) ultimedia&Visualization Track(発行確定)

    • Description
      「研究成果報告書概要(和文)」より
    • Peer Reviewed
  • [Journal Article] A Multi-Stage Approach to Fast Face Detection2006

    • Author(s)
      Duy-Dinh Le, Shin'ichi Satoh
    • Journal Title

      The Transactions of the Institute of Electronics, Information and Communication Engineers Vol.E89-D No.7

      Pages: 2275-2285

    • Description
      「研究成果報告書概要(欧文)」より
  • [Journal Article] Context-Based Conceptual Image Indexing2006

    • Author(s)
      Stephane Ayache, Georges Quenot, Shin'ichi Satoh
    • Journal Title

      International Conference on Acoustics, Speech, and Signal Processing(ICASSP)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Journal Article] Identification and detection of the same scene based on flashlightpatterns2006

    • Author(s)
      Masao Takimoto, Shin'ichi Satoh, Masao Sakauchi
    • Journal Title

      International Conference on Multimedia and Expo(Toront) (ICME2006)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Journal Article] Exploiting topic thread structures in a news video archive for the semi-automatic generation of video summaries2006

    • Author(s)
      Ichiro Ide, Hiroshi Mo, Norio Katayama, Shin'ichi Satoh
    • Journal Title

      International Conference on Multimedia and Expo(Toront) (ICME2006)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Journal Article] Using topic concepts for semantic video shots classification2006

    • Author(s)
      Stephane Ayache, George Quenot, Jerome Gensel, Shin'ichi Satoh
    • Journal Title

      Proc.of International Conference on Image and Vide Retrieval (CIVR2006)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Journal Article] Face Retrieval in Broadcasting News Video By Fusing Temporal and Intensity Information2006

    • Author(s)
      Duy-Dinh Le, Shin'ichi Satoh, Michael E. Houle
    • Journal Title

      Proc.of International Conference on Image and Vide Retrieval (CIVR2006)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Journal Article] Ent-Boost : Boosting Using Entropy Measure for Robust Object Detection2006

    • Author(s)
      Duy-Dinh Le, Shin'ichi Satoh
    • Journal Title

      Proc.of International Conference on Pattern Recognitio (ICPR2006)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Journal Article] A hybrid classifier for precise and robust eye detection2006

    • Author(s)
      Lizuo Jin, Xiaohui Yuan, Shin'ichi Satoh, Liangzheng Xia
    • Journal Title

      Proc.of International Conference on Pattern Recognitior (ICPR2006)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Journal Article] Robust Object Detection Using Fast Feature Selection from Huge Feature Sets2006

    • Author(s)
      Duy-Dinh Le, Shin'ichi Satoh
    • Journal Title

      International Conference on Image Processing (IPIP2006)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Journal Article] Large-Scale News Video Retrieval via Visualization2006

    • Author(s)
      Hangzai Luo, Jianping Fan, Yuli Gao, Shin'ichiSatoh, William Ribarsky
    • Journal Title

      Demo, ACM Multimedia

    • Description
      「研究成果報告書概要(欧文)」より
  • [Journal Article] Exploring Large-Scale Video News via Interactive Visualization2006

    • Author(s)
      Hangzai Luo, Jianping Fan, Jing Yang, William Ribarsky, Shin'ichi Satoh
    • Journal Title

      IEEE Symposium on Visual Analytics Science and Technology(VAST)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Journal Article] Large-Scale News Video Database Browsing and Retrievalvia Information Visualization2006

    • Author(s)
      Hangzai Luo, Jianping Fan, Shin'ichi Satoh, William Ribarsky
    • Journal Title

      ACM Symposium on Applied Computing(SAC) ultimedia & Visualization Track

    • Description
      「研究成果報告書概要(欧文)」より
  • [Journal Article] Analyzing Person Information in News Video2006

    • Author(s)
      Shin'ichi Satoh
    • Journal Title

      Springer, (in Borko Furht ed., Encyclopedia of Multimedia)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Journal Article] An Efficient Feature Selection Method for Object Detection2005

    • Author(s)
      Duy Dinh Le and Shin'ichi Satoh
    • Journal Title

      International Conference on Advances in Pattern Recognition, 2005. (発行確定)

    • Description
      「研究成果報告書概要(和文)」より
    • Peer Reviewed
  • [Journal Article] A Multi-Stage Approach to Fast Face Detection2005

    • Author(s)
      Duy Dinh Le and Shin'ichi Satoh
    • Journal Title

      British Machine Vision Conference, 2005. (発行確定)

    • Description
      「研究成果報告書概要(和文)」より
    • Peer Reviewed
  • [Journal Article] An Efficient Feature Selection Method for Object Detection2005

    • Author(s)
      Duy Dinh Le, Shin'ichi Satoh
    • Journal Title

      International Conference on Advances in Pattern Recognition

    • Description
      「研究成果報告書概要(欧文)」より
  • [Journal Article] A Multi-Stage Approach to Fast Face Detection2005

    • Author(s)
      Duy Dinh Le, Shin'ichi Satoh
    • Journal Title

      British Machine Vision Conference

    • Description
      「研究成果報告書概要(欧文)」より
  • [Journal Article] A study of intra-modal association rules for visual modality representation

    • Author(s)
      Jean Martinet, Shin'ichi Satoh
    • Journal Title

      International Workshop on Content-Based Multimedie Indexing (CBMI200

    • Description
      「研究成果報告書概要(欧文)」より
  • [Book] Analyzing Person Information in News Video2006

    • Author(s)
      Shin'ichi Satoh
    • Publisher
      in Borko Furht ed.,"Encyclopedia of Multimedia,"Springer(発行確定)
    • Description
      「研究成果報告書概要(和文)」より

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Published: 2010-02-04  

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