Approximating the Partition Function of the Ferromagnetic Potts Model.
Leslie Ann GoldbergMark JerrumPublished in: ICALP (1) (2010)
Keyphrases
- potts model
- partition function
- markov random field
- belief propagation
- random fields
- graph cuts
- parameter estimation
- higher order
- energy function
- pairwise
- energy minimization
- maximum a posteriori
- image segmentation
- max flow
- structured prediction
- conditional random fields
- upper bound
- probability density function
- loopy belief propagation
- image processing
- probability distribution
- approximate inference
- special case