Rate control algorithm for pixel-domain Wyner-Ziv video coding

被引:1
|
作者
Roca, Antoni [1 ]
Morbee, Marleen [2 ]
Prades-Nebot, Josep
Delp, Edward J. [3 ]
机构
[1] ETSI Telecomunicac, Camino Vera S-N, Valencia 46022, Spain
[2] Univ Ghent, TELIN IPI IBBT, B-9000 Ghent, Belgium
[3] Purdue Univ, VIPER, W Lafayette, IN 47907 USA
关键词
Wyner-Ziv video coding; distributed video coding; rate control;
D O I
10.1117/12.768970
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Wyner-Ziv video coders perform simple intra-frame encoding and complex inter-frame decoding. This feature makes this type of coder suitable for applications that require low-complexity encoders. Video coding algorithms provide coding modes and parameters so that encoders can fulfill rate constraints and improve the coding efficiency. However, in most Wyner-Ziv video coders, no algorithm is used to optimally choose the coding modes and parameters. In this paper, we present a rate control algorithm for pixel-domain Wyner-Ziv video coders. Our algorithm predicts the rate and distortion of each video frame as a function of the coding mode and the quantization parameter. In this way, our algorithm can properly select the best mode and quantization for each video frame. We show experimentally that, even though the rate and distortion cannot be accurately predicted in Wyner-Ziv video encoders, rate constraints are approximately fulfilled and good coding efficiency is obtained by using our algorithm.
引用
收藏
页数:10
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