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Transform-domain Wyner-Ziv codec for video

Anne AaronShantanu RaneEric SettonBernd Girod

Abstract

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 transformdomain 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 Wyner-Ziv frames. Simulation results show significant gains above DCT-based intraframe coding and improvements over the pixel-domain Wyner-Ziv video coder.

Wireless Communication Security TechniquesChaos-based Image/Signal EncryptionDiffusion and Search DynamicsCodecComputer scienceDecoding methodsEncoderInter frameData compressionIntra-frameDistributed source codingDiscrete cosine transformAlgorithm
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405
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References
Noiseless coding of correlated information sources
IEEE Transactions on Information Theory · 1973 · 3,979 citations
The rate-distortion function for source coding with side information at the decoder
IEEE Transactions on Information Theory · 1976 · 3,049 citations
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