Projecting Markov Random Field Parameters for Fast Mixing.
Xianghang LiuJustin DomkePublished in: NIPS (2014)
Keyphrases
- markov random field
- parameter estimation
- mrf models
- mrf model
- higher order
- belief propagation
- graph cuts
- random fields
- partition function
- pairwise
- energy function
- maximum a posteriori
- energy minimization
- image restoration
- image segmentation
- maximum a posteriori probability
- map estimation
- potential functions
- conditional random fields
- textured images
- generalized gaussian
- markov random field model
- maximum likelihood
- message passing
- texture model
- maximum a posterior
- approximate inference
- hyperparameters
- loopy belief propagation
- label field
- spatial continuity
- segmentation of mr brain images
- prior model
- probability density function
- graphical models
- multiscale