• DocumentCode
    2736993
  • Title

    Twi-difference algorithm for video´s abrupt shot change detection

  • Author

    Liu, Qianlei ; Yang, Luxi

  • Volume
    2
  • fYear
    2003
  • fDate
    14-17 Dec. 2003
  • Firstpage
    1177
  • Abstract
    The first step of video retrieval is the shot change detection, which segments a video into temporal shots and makes the retrieval possible. A new effective algorithm for video´s abrupt shot change detection, called twi-difference algorithm, is proposed in the paper. This method eliminates the influence of video movement on the abrupt shot change detection and improves the detecting performance greatly without additional computational cost. And it is based on the property of the inter-frame difference of the frames at the video movement, and is sequence-independent. Experiments show that the twi-difference algorithm outperforms the inter-frame difference algorithm greatly, and the pixel-matching twi-difference algorithm realizes the no-missing detection with close-to-zero or few false detection for the abrupt shot change.
  • Keywords
    image matching; image retrieval; image segmentation; inter frame difference algorithm; pixel matching twi difference algorithm; twi difference algorithm; video movement; video retrieval; video segmentation; videos abrupt shot change detection; Change detection algorithms; Computational efficiency; Digital signal processing; Frequency domain analysis; Gunshot detection systems; Histograms; Information retrieval; Performance gain; Statistics;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Neural Networks and Signal Processing, 2003. Proceedings of the 2003 International Conference on
  • Conference_Location
    Nanjing
  • Print_ISBN
    0-7803-7702-8
  • Type

    conf

  • DOI
    10.1109/ICNNSP.2003.1281079
  • Filename
    1281079