Inference Tools for Markov Random Fields on Lattices: The R Package mrf2d.
Victor FregugliaNancy Lopes GarciaPublished in: J. Stat. Softw. (2022)
Keyphrases
- markov random field
- random fields
- loopy belief propagation
- map inference
- belief propagation
- mrf model
- higher order
- maximum a posteriori
- graph cuts
- efficient inference
- partition function
- dual decomposition
- image restoration
- energy minimization
- parameter estimation
- energy function
- pairwise
- image segmentation
- piecewise constant functions
- message passing
- conditional random fields
- higher order cliques
- parameter learning
- map estimation
- low level vision
- mrf models
- image processing
- textured images
- iterated conditional modes
- high order
- markov networks
- iterative conditional
- low level vision problems
- mrf optimization
- em algorithm
- prior model
- potts model
- bayesian networks
- min cut
- probabilistic inference
- markov chain monte carlo
- potential functions
- bayesian inference