Maximum Likelihood Estimation of Markov Random Field Parameters Using Markov Chain Monte Carlo Algorithms.
Xavier DescombesRobin D. MorrisJosiane ZerubiaMarc BerthodPublished in: EMMCVPR (1997)
Keyphrases
- maximum likelihood estimation
- markov random field
- parameter estimation
- partition function
- maximum likelihood
- mrf models
- loopy belief propagation
- em algorithm
- image segmentation
- mrf model
- maximum a posteriori
- higher order
- multivariate gaussian
- potential functions
- graph cuts
- random fields
- expectation maximization
- pairwise
- energy function
- image restoration
- prior model
- mrf optimization
- maximum a posterior
- approximate inference
- energy minimization
- belief propagation