• DocumentCode
    1933105
  • Title

    An Algorithm of Shot Classification in Basketball Video

  • Author

    Lifang, Wu ; Shiju, Chen ; Hao, Cui

  • Author_Institution
    Sch. of Electron. Inf. & Control Eng., Beijing Univ. of Technol.
  • Volume
    2
  • fYear
    2006
  • fDate
    16-20 2006
  • Abstract
    Shot classification is helpful for video analysis, in this paper, an algorithm is proposed. First, key frames are extracted in equal interval in a shot; then for a frame, dominant colors are obtained by hue histogram, furthermore, the variance of dominant colors and ratio of clustered colors are computed, by which the corresponding frame could be classified into playing or non-playing frame; finally, a shot could be classified by the percentage by which key frames are playing frames. Experimental results confirm the efficiency of proposed algorithm
  • Keywords
    image classification; image colour analysis; video signal processing; basketball video; clustered colors; dominant colors; frames extraction; hue histogram; shot classification; video analysis; Algorithm design and analysis; Analysis of variance; Classification algorithms; Clustering algorithms; Color; Control engineering; Histograms; Information analysis; Layout; Scattering;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing, 2006 8th International Conference on
  • Conference_Location
    Beijing
  • Print_ISBN
    0-7803-9736-3
  • Electronic_ISBN
    0-7803-9736-3
  • Type

    conf

  • DOI
    10.1109/ICOSP.2006.345685
  • Filename
    4128977