Coupled Markov Random Fields and Mean Field Theory.
Davi GeigerFederico GirosiPublished in: NIPS (1989)
Keyphrases
- markov random field
- belief propagation
- higher order
- graph cuts
- image restoration
- maximum a posteriori
- random fields
- pairwise
- mrf model
- parameter estimation
- energy function
- image segmentation
- energy minimization
- conditional random fields
- iterative conditional
- message passing
- low level vision
- textured images
- machine learning
- map inference
- potts model
- lower bound
- object recognition
- markov networks
- image processing
- partition function
- approximate inference
- mrf models