• DocumentCode
    327926
  • Title

    Classification of TV sports news by DCT features using multiple subspace method

  • Author

    Ariki, Yasuo ; Sugiyama, Yoshiaki

  • Author_Institution
    Dept. of Electron. & Inf., Ryukoku Univ., Ohtsu, Japan
  • Volume
    2
  • fYear
    1998
  • fDate
    16-20 Aug 1998
  • Firstpage
    1488
  • Abstract
    This paper proposes a method to classify automatically TV sports news articles using image processing and classification techniques. The classification algorithm of TV sports news articles is based on a multiple subspace method that provides a sports category with more than one subspaces corresponding to the typical scenes. The classification is performed without recognizing any objects in an image. Discrete cosine transformation (DCT) components are used as the classification features of the whole image. The classification is performed at first on the scene cut frames and then they are integrated into the article classification
  • Keywords
    discrete cosine transforms; feature extraction; image classification; television broadcasting; video signal processing; TV broadcasting; TV sports news; discrete cosine transform; feature extraction; image classification; image processing; multiple subspace method; scene classification; Discrete cosine transforms; Electrical capacitance tomography; Frequency; Image coding; Image processing; Informatics; Layout; Manuals; TV; Watches;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Pattern Recognition, 1998. Proceedings. Fourteenth International Conference on
  • Conference_Location
    Brisbane, Qld.
  • ISSN
    1051-4651
  • Print_ISBN
    0-8186-8512-3
  • Type

    conf

  • DOI
    10.1109/ICPR.1998.711988
  • Filename
    711988