On Mixing in Pairwise Markov Random Fields with Application to Social Networks.
Konstantin AvrachenkovLenar IskhakovMaksim MironovPublished in: CoRR (2016)
Keyphrases
- markov random field
- pairwise
- social networks
- belief propagation
- random fields
- higher order
- parameter estimation
- graph cuts
- energy function
- high order
- potential functions
- mrf model
- image segmentation
- conditional random fields
- low level vision
- image restoration
- energy minimization
- maximum a posteriori
- message passing
- object recognition
- map inference
- color images
- image analysis
- similarity measure
- potts model
- scene labeling