Improving sampled probability distributions for Markov random fields.
Davin MilunDavid SherPublished in: Pattern Recognit. Lett. (1993)
Keyphrases
- markov random field
- probability distribution
- belief propagation
- graph cuts
- maximum a posteriori
- random fields
- mrf model
- higher order
- pairwise
- image segmentation
- parameter estimation
- energy function
- energy minimization
- image restoration
- potential functions
- message passing
- conditional random fields
- map inference
- loopy belief propagation
- potts model
- map estimation
- textured images
- random variables
- iterative conditional
- efficient inference
- low level vision
- multiscale
- mrf models
- partition function
- markov networks
- posterior distribution
- texture model
- discriminative random fields