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 :
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