Dynamic bit allocation for multiple video object coding

被引:30
作者
Chen, Zhenzhong [1 ]
Han, Junwei [1 ]
Ngan, King Ngi [1 ]
机构
[1] Chinese Univ Hong Kong, Dept Elect Engn, Shatin, Hong Kong, Peoples R China
关键词
bit allocation; MPEG-4; multiple video object; rate control; rate-distortion;
D O I
10.1109/TMM.2006.884633
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
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.
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页码:1117 / 1124
页数:8
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