• DocumentCode
    825945
  • Title

    Dynamic Bit Allocation for Multiple Video Object Coding

  • Author

    Chen, Zhenzhong ; Han, Junwei ; Ngan, King Ngi

  • Author_Institution
    Dept. of Electron. Eng., Chinese Univ. of Hong Kong, Shatin
  • Volume
    8
  • Issue
    6
  • fYear
    2006
  • Firstpage
    1117
  • Lastpage
    1124
  • Abstract
    In MPEG-4, a visual scene may be treated as a composition of video objects and coded at object level. Such a flexible video coding framework makes it possible to code different video objects with different priority according to human perceptual characteristics. In this paper, we introduce a novel dynamic bit allocation framework to improve the subjective quality in such an object-based video coding system. We incorporate the rate distortion models with the dynamic priorities of the video objects and jointly encode video objects to minimize the weighted distortion within the bit budget constraint. We guarantee the human-interested video objects a better reconstructed quality by using the weighted bit allocation strategy in favour of the video objects with higher priority. To obtain the priority automatically, we apply a visual attention model. Comparing with traditional bit allocation algorithms, the objective quality of the object with higher priority is significantly improved under this framework. These results demonstrate the usefulness of this dynamic bit allocation framework
  • Keywords
    data compression; rate distortion theory; video coding; MPEG-4; dynamic bit allocation; human perceptual characteristics; multiple video object coding; rate distortion model; visual attention model; weighted bit allocation strategy; Bit rate; High definition video; Humans; Image reconstruction; Layout; MPEG 4 Standard; Rate-distortion; Video coding; Video compression; Visual system; Bit allocation; MPEG-4; multiple video object; rate control; rate-distortion;
  • fLanguage
    English
  • Journal_Title
    Multimedia, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1520-9210
  • Type

    jour

  • DOI
    10.1109/TMM.2006.884633
  • Filename
    4014208