Template Based Inference in Symmetric Relational Markov Random Fields.
Ariel JaimovichOfer MeshiNir FriedmanPublished in: UAI (2007)
Keyphrases
- markov random field
- random fields
- loopy belief propagation
- map inference
- efficient inference
- piecewise constant functions
- belief propagation
- graph cuts
- partition function
- mrf model
- dual decomposition
- pairwise
- parameter learning
- parameter estimation
- maximum a posteriori
- energy minimization
- energy function
- undirected graphical models
- image segmentation
- higher order
- graphical models
- image restoration
- factor graphs
- low level vision
- conditional random fields
- potential functions
- map estimation
- markov networks
- low level vision problems
- potts model
- exact inference
- message passing
- bayesian networks
- bayesian inference
- higher order cliques
- generalized belief propagation
- junction tree
- structured prediction
- textured images
- belief networks
- object recognition
- image restoration and reconstruction
- discriminative random fields
- image processing