Transform-domain Wyner-Ziv codec for video

被引:137
作者
Aaron, A [1 ]
Rane, S [1 ]
Setton, E [1 ]
Girod, B [1 ]
机构
[1] Stanford Univ, Informat Syst Lab, Dept Elect Engn, Stanford, CA 94305 USA
来源
VISUAL COMMUNICATIONS AND IMAGE PROCESSING 2004, PTS 1 AND 2 | 2004年 / 5308卷
关键词
Wyner-Ziv coding; distributed source coding; video compression; transform coding; low-complexity encoders; Slepian-Wolf; turbo codes;
D O I
10.1117/12.527204
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 current interframe video compression systems, the encoder performs predictive coding to exploit the similarities of successive frames. The Wyner-Ziv Theorem on source coding with side information available only at the decoder suggests that an asymmetric video codec, where individual frames are encoded separately, but decoded conditionally (given temporally adjacent frames) could achieve similar efficiency. We propose a transform-domain Wyner-Ziv coding scheme for motion video that uses intraframe encoding, but interframe decoding. In this system. the transform coefficients of a Wyner-Ziv frame are encoded independently using a scalar quantizer and turbo coder. The decoder uses previously reconstructed frames to generate side information to conditionally decode the Wvner-Ziv frames. Simulation results show significant gains above DCT-based intraframe coding and improvements over the pixel-domain Wyner-Ziv video coder.
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页码:520 / 528
页数:9
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