A synthetic likelihood approach for intractable markov random fields.
Wanchuang ZhuYanan FanPublished in: Comput. Stat. (2023)
Keyphrases
- markov random field
- belief propagation
- graph cuts
- parameter estimation
- approximate inference
- pairwise
- higher order
- energy function
- mrf model
- potential functions
- random fields
- image restoration
- maximum likelihood
- conditional random fields
- energy minimization
- message passing
- maximum a posteriori
- loopy belief propagation
- image segmentation
- exact inference
- textured images
- map inference
- low level vision
- graphical structure
- piecewise constant functions
- image reconstruction
- map estimation
- graphical models
- iterative conditional
- efficient inference