Approximating the partition function of the ferromagnetic potts model.
Leslie Ann GoldbergMark JerrumPublished in: J. ACM (2012)
Keyphrases
- objective function
- potts model
- partition function
- markov random field
- belief propagation
- graph cuts
- random fields
- energy function
- parameter estimation
- maximum a posteriori
- higher order
- lower bound
- image segmentation
- energy minimization
- max flow
- pairwise
- optimal solution
- closed form
- message passing
- conditional random fields
- upper bound
- structured prediction
- loopy belief propagation
- computer vision
- probability density function
- approximate inference