• DocumentCode
    3497418
  • Title

    Detecting duplicate video based on camera transitional behavior

  • Author

    Wu, Ping-Hao ; Thaipanich, Tanaphol ; Kuo, C. C Jay

  • Author_Institution
    Ming Hsieh Dept. of Electr. Eng., Univ. of Southern California, Los Angeles, CA, USA
  • fYear
    2009
  • fDate
    7-10 Nov. 2009
  • Firstpage
    237
  • Lastpage
    240
  • Abstract
    A fast duplicate video detection system based on camera transitional behavior and the suffix array data structure is proposed in this work. The main idea is to match video clips according to their temporal structures, and frames corresponding to unique events are marked as anchor frames. To simplify the detection process, we use the camera transitional behavior to indicate unique events. Specifically, shot boundaries and the beginning and the ending points of camera panning and tilting movements are detected as anchor frames. The length between neighboring anchor frames is computed to form an one-dimensional sequence, called the gap sequence, which serves as the signature of the video. An efficient gap sequence matching algorithm based on the suffix array data structure is adopted to match two given video signatures. Experiment results show that the proposed framework is not only very fast but also has high accuracy in identifying duplicate video pairs.
  • Keywords
    data structures; image matching; image sequences; video signal processing; camera transitional behavior; duplicate video detection; gap sequence matching; one-dimensional sequence; suffix array data structure; video clip matching; video signatures; Cameras; Computational complexity; Data mining; Data structures; Event detection; Feature extraction; Gunshot detection systems; Motion detection; Video sharing; Watermarking; Video copy detection; camera transition; suffix array;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image Processing (ICIP), 2009 16th IEEE International Conference on
  • Conference_Location
    Cairo
  • ISSN
    1522-4880
  • Print_ISBN
    978-1-4244-5653-6
  • Electronic_ISBN
    1522-4880
  • Type

    conf

  • DOI
    10.1109/ICIP.2009.5414599
  • Filename
    5414599