Prior specification of neighbourhood and interaction structure in binary Markov random fields.
Petter ArnesenHåkon TjelmelandPublished in: Stat. Comput. (2017)
Keyphrases
- markov random field
- maximum a posteriori
- prior model
- graph cuts
- belief propagation
- parameter estimation
- higher order
- energy function
- mrf model
- random fields
- message passing
- image restoration
- image segmentation
- low level vision
- energy minimization
- smoothness prior
- prior knowledge
- potential functions
- potts model
- prior models
- pairwise
- graphical structure
- map estimation
- map inference
- computer vision
- factor graphs
- markov networks
- high level
- machine learning
- iterative conditional