Approximating the partition function of the ferromagnetic Potts model
Leslie Ann GoldbergMark JerrumPublished in: CoRR (2010)
Keyphrases
- potts model
- partition function
- markov random field
- belief propagation
- random fields
- graph cuts
- higher order
- parameter estimation
- image segmentation
- pairwise
- energy function
- energy minimization
- conditional random fields
- maximum a posteriori
- max flow
- message passing
- approximate inference
- image processing
- closed form
- particle filter
- structured prediction
- loopy belief propagation
- similarity measure