Markov random fields factorization with context-specific independences.
Alejandro EderaFacundo BrombergFederico SchlüterPublished in: CoRR (2013)
Keyphrases
- context specific
- markov random field
- pairwise
- graph cuts
- parameter estimation
- belief propagation
- conditional independence
- mrf model
- random fields
- higher order
- image segmentation
- maximum a posteriori
- image restoration
- qualitative probabilistic networks
- energy function
- domain specific
- energy minimization
- message passing
- markov networks
- potential functions
- low level vision
- conditional random fields
- iterative conditional
- map inference
- piecewise constant functions
- potts model
- loopy belief propagation
- map estimation
- partition function
- textured images
- discriminative random fields
- efficient inference
- computer vision
- object recognition
- general purpose