• DocumentCode
    1869140
  • Title

    Video coding using motion classification

  • Author

    Bosch, Marc ; Zhu, Fengqing ; Delp, Edward J.

  • Author_Institution
    Sch. of Electr. & Comput. Eng., Purdue Univ., West Lafayette, IN
  • fYear
    2008
  • fDate
    12-15 Oct. 2008
  • Firstpage
    1588
  • Lastpage
    1591
  • Abstract
    In this paper we present a video coding approach similar to texture- based methods but based on motion models. We consider motion perception properties instead of spatial texture properties of the video sequence. We integrate a motion classification algorithm to separate foreground objects containing noticeable motion from the background. These background areas are labeled as skipped areas that are not encoded. After decoding, frame reconstruction is performed by inserting the skipped background into the decoded frames. We are able to show as much as 15% an improvement over previous texture- based implementations in terms of video compression efficiency.
  • Keywords
    image motion analysis; image reconstruction; image sequences; video coding; background areas; frame reconstruction; motion classification; motion perception properties; skipped areas; texture-based methods; video coding; video compression efficiency; video sequence; Cameras; Decoding; Humans; Image coding; Image reconstruction; Layout; Motion analysis; Pixel; Video coding; Video sequences; coding efficiency; motion analysis; video coding;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image Processing, 2008. ICIP 2008. 15th IEEE International Conference on
  • Conference_Location
    San Diego, CA
  • ISSN
    1522-4880
  • Print_ISBN
    978-1-4244-1765-0
  • Electronic_ISBN
    1522-4880
  • Type

    conf

  • DOI
    10.1109/ICIP.2008.4712073
  • Filename
    4712073