• DocumentCode
    2777998
  • Title

    Cut detection technique from MPEG compressed video using likelihood ratio test

  • Author

    Kaneko, Toshimitsu ; Hori, Osamu

  • Author_Institution
    Res. & Dev. Center, Toshiba Corp., Kawasaki, Japan
  • Volume
    2
  • fYear
    1998
  • fDate
    16-20 Aug 1998
  • Firstpage
    1476
  • Abstract
    A cut detection technique using a likelihood ratio test for MPEG compressed video sequences is proposed. Automatic cut detection techniques are essential techniques to analyze video content. The conventional techniques calculate the similarities of two successive frames and determine cut points by comparing the similarities with a given threshold value; the threshold value is determined heuristically. The new technique estimates likelihood functions from video samples and determines cut points by testing the hypothesis that two frames belong to the same shot. This technique makes it possible to calculate the optimum threshold value analytically. The experimental results show that the new technique gives the smallest probability of false negative for fixed probability of false positive in comparison with the conventional techniques
  • Keywords
    data compression; feature extraction; image sequences; maximum likelihood sequence estimation; motion estimation; probability; video signal processing; MPEG; compressed video sequences; cut detection; likelihood ratio test; probability; similarity detection; threshold value; Computational efficiency; Costs; Decoding; Discrete cosine transforms; Information systems; Laboratories; System testing; Transform coding; Video compression; Video sequences;
  • 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.1998.711985
  • Filename
    711985