Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE · 2004 · 405 citations · 8 references
ComputingComputer ScienceComputer GraphicsComputer VisionMedical CodingCoding TheoryData CompressionImage CompressionLossy Data CompressionMotion EstimationSource CodingMultimedia CompressionScalar QuantizationSide Information UtilizationTransformTransform CodingTurbo CodesVideo CompressionWyner-ziv Coding
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.
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Wyner-Ziv coding of motion video
A. Aaron, Rui Zhang, Bernd Girod · 2003 · 513 citations
Compression with side information using turbo codes
A. Aaron, Bernd Girod · 2003 · 403 citations