• DocumentCode
    3256639
  • Title

    Video Pause Detection Using Wavelets

  • Author

    Zaboli, Shiva ; Clausi, David A.

  • Author_Institution
    Syst. Design Eng., Univ. of Waterloo, Waterloo, QC, Canada
  • fYear
    2009
  • fDate
    25-27 May 2009
  • Firstpage
    74
  • Lastpage
    80
  • Abstract
    As the volume of digital video captured and stored continues to increase, research efforts have focused on content management systems for video indexing and retrieval applications. A first step in generic video processing is shot boundary detection. This paper addresses a novel algorithm for abrupt shot (cut/pause) detection-especially on frames with similar statistics-based on the wavelet transform and content entropy. The algorithm has been successfully tested on some video categories including sport and live videos. Its quantitative performance has been compared to other known methods including pixel, histogram, frequency domain and statistics difference. In each test, the proposed wavelet method outperforms the others.
  • Keywords
    content management; entropy; indexing; statistical analysis; video recording; video retrieval; wavelet transforms; content entropy; content management system; digital video capture; shot boundary detection; statistics-based wavelet transform; video indexing; video retrieval; Content based retrieval; Content management; Entropy; Frequency domain analysis; Gunshot detection systems; Histograms; Indexing; Statistics; Testing; Wavelet transforms; entropy; pause detection; wavelet;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer and Robot Vision, 2009. CRV '09. Canadian Conference on
  • Conference_Location
    Kelowna, BC
  • Print_ISBN
    978-0-7695-3651-4
  • Type

    conf

  • DOI
    10.1109/CRV.2009.20
  • Filename
    5230534