Rate-distortion via Markov chain Monte Carlo

@article{Jalali2008RatedistortionVM,
  title={Rate-distortion via Markov chain Monte Carlo},
  author={Shirin Jalali and Tsachy Weissman},
  journal={2008 IEEE International Symposium on Information Theory},
  year={2008},
  pages={852-856}
}
We propose a new approach to lossy source coding. The idea is to sample a reconstruction sequence from a Boltzmann distribution associated with an energy function that incorporates the distortion between the source and reconstruction, the compressibility of the reconstruction, and the point sought on the rate-distortion curve. To sample from this distribution, we use a heat bath algorithm: Starting from an initial candidate reconstruction (say the original source sequence), at every iteration… CONTINUE READING
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A locally adaptive source coding scheme.Proc

  • K. Cheung, V. K. Wei
  • Bilkent Conf on New Trends in Communication…
  • 1990
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