• DocumentCode
    2528673
  • Title

    Content-based Video Signatures based on Projections of Difference Images

  • Author

    Radhakrishnan, Regunathan ; Bauer, Claus

  • Author_Institution
    Dolby Labs. Inc., San Francisco
  • fYear
    2007
  • fDate
    1-3 Oct. 2007
  • Firstpage
    341
  • Lastpage
    344
  • Abstract
    We propose a novel video signature extraction method based on projections of difference images between consecutive video frames. The difference images are projected onto random basis vectors to create a low dimensional bitstream representation of the active content (moving regions) between two video frames. A sequence of these signatures serves to identify the underlying video content in a robust manner. Our experimental results show that the proposed video signature is robust to most common signal processing operations on video content such as compression, resolution scaling, brightness scaling.
  • Keywords
    feature extraction; image representation; image sequences; random processes; vectors; video signal processing; brightness scaling; consecutive video frame; content-based video signature extraction; image projection; low dimensional bitstream representation; random basis vector; resolution scaling; video compression; video sequence; Data mining; Feature extraction; Fingerprint recognition; Graphics; Image converters; Laboratories; Robustness; Video compression; Video sequences; Video signal processing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Multimedia Signal Processing, 2007. MMSP 2007. IEEE 9th Workshop on
  • Conference_Location
    Crete
  • Print_ISBN
    978-1-4244-1274-7
  • Type

    conf

  • DOI
    10.1109/MMSP.2007.4412886
  • Filename
    4412886