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
Link To Document