Approximate inference on planar graphs using Loop Calculus and Belief Propagation
Vicenç GómezHilbert J. KappenMichael ChertkovPublished in: CoRR (2009)
Keyphrases
- approximate inference
- planar graphs
- belief propagation
- graphical models
- message passing
- markov random field
- graph cuts
- stereo matching
- variational methods
- exact inference
- partition function
- loopy belief propagation
- factor graphs
- free energy
- fixed point
- structured prediction
- markov networks
- energy minimization
- energy function
- probabilistic inference
- importance sampling
- pairwise
- parameter estimation
- structure learning
- conditional random fields
- probabilistic model
- bayesian networks
- three dimensional
- computer vision
- markov chain monte carlo
- high quality