Maximum marginal likelihood estimation of the granularity coefficient of a Potts-Markov random field within an MCMC algorithm

Marcelo A. Pereyra, Nick Whiteley, Christophe Andrieu, Jean-Yves Tourneret

Research output: Chapter in Book/Report/Conference proceedingConference contribution

20 Citations (Scopus)
Original languageEnglish
Title of host publication2014 IEEE Workshop on Statistical Signal Processing (SSP)
Pages121-124
Number of pages4
ISBN (Electronic)978-1-4799-4975-5
DOIs
Publication statusPublished - 2014

Keywords

  • Bayesian inference, Image segmentation, Intractable normalizing constants, Potts-Markov random field, Stochastic gradient Markov chain Monte Carlo

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