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CISS
2008
IEEE

157views Information Technology» more CISS 2008»

Near optimal lossy source coding and compression-based denoising via Markov chain Monte Carlo

13 years 10 months ago

— We propose an implementable new universal lossy source coding algorithm. The new algorithm utilizes two wellknown tools from statistical physics and computer science: Gibbs sam...

Shirin Jalali, Tsachy Weissman

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DCC
2009
IEEE

96views Computer Graphics» more DCC 2009»

An Implementable Scheme for Universal Lossy Compression of Discrete Markov Sources

14 years 5 months ago

Download www.stanford.edu

We present a new lossy compressor for discrete sources. For coding a source sequence xn , the encoder starts by assigning a certain cost to each reconstruction sequence. It then f...

Shirin Jalali, Andrea Montanari, Tsachy Weissman

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