• DocumentCode
    3433953
  • Title

    An improved side information refinement using color-texture features for distributed video coding

  • Author

    Hou, Mengjie ; Men, Aidong ; Yang, Bo

  • Author_Institution
    Sch. of Inf. & Commun. Eng., Beijing Univ. of Posts & Telecommun., Beijing, China
  • fYear
    2010
  • fDate
    24-26 Sept. 2010
  • Firstpage
    230
  • Lastpage
    234
  • Abstract
    Side Information (SI) generation is a key function in the DVC decoder, and plays a critical impact on the compression efficiency. This paper proposes an improved side information generation scheme of transform domain distributed video coding considering a novel content-based side information refinement technique, which is performed with the color and texture features to segment the side information into different regions with different reliance. Then the low-reliance regions´ side information could be corrected by 3-D recursive search. In addition, an adaptive overlapped block motion compensation technique is implemented to improve performance on the base of results from the content-based approach. Experiments illustrated that a significant improvement of performance has been achieved by the proposed approach compared to the cases without it.
  • Keywords
    data compression; image colour analysis; image texture; motion compensation; video coding; 3D recursive search; DVC decoder; adaptive overlapped block motion compensation; color feature; color-texture feature; compression efficiency; content-based side information refinement; distributed video coding; side information generation scheme; Decoding; Feature extraction; Image color analysis; Image segmentation; Pixel; Silicon; Video coding; content-based technical; distributed video coding (DVC); side information refinement;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Network Infrastructure and Digital Content, 2010 2nd IEEE International Conference on
  • Conference_Location
    Beijing
  • Print_ISBN
    978-1-4244-6851-5
  • Type

    conf

  • DOI
    10.1109/ICNIDC.2010.5657778
  • Filename
    5657778