• DocumentCode
    381937
  • Title

    Effective integration of object tracking in a video coding scheme for multisensor surveillance systems

  • Author

    Ziliani, Francesco ; Reichel, Julien

  • Author_Institution
    R&D Center, VisioWave Corp., Lausanne, Switzerland
  • Volume
    1
  • fYear
    2002
  • fDate
    2002
  • Abstract
    This paper deals with the interaction and integration of two important elements of most video surveillance systems: object tracking and video coding. Both elements are open research topics and in general they are studied separately. In the domain of video surveillance the convergence of the two subjects can be extremely important to build viable applications in a number of emerging security scenarios. In this context we propose a spatio-temporal filter based on object tracking that improves coding performances and post-coding analysis. The filter is an alternative to complex object-based video codecs in many video surveillance scenarios. It increases the spatio-temporal redundancies of input signal discarding noise and unwanted moving objects. We demonstrate that the compression performances of successive codecs are increased. Moreover, the decoded stream implicitly represents the regions of interest detected on the original signal.
  • Keywords
    data compression; decoding; filtering theory; image motion analysis; sensor fusion; surveillance; television applications; tracking; video codecs; video coding; compression performance; decoded stream; digital surveillance networks; multisensor surveillance systems; object tracking; regions of interest; security; spatio-temporal filter; spatio-temporal redundancy; video codecs; video coding; video surveillance systems; Bandwidth; Cameras; Costs; Filters; Layout; Object detection; Security; Video codecs; Video coding; Video surveillance;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image Processing. 2002. Proceedings. 2002 International Conference on
  • ISSN
    1522-4880
  • Print_ISBN
    0-7803-7622-6
  • Type

    conf

  • DOI
    10.1109/ICIP.2002.1038075
  • Filename
    1038075