Belief Propagation and Loop Series on Planar Graphs.
Michael ChertkovVladimir Y. ChernyakRazvan TeodorescuPublished in: CoRR (2008)
Keyphrases
- belief propagation
- planar graphs
- approximate inference
- graphical models
- message passing
- markov random field
- stereo matching
- partition function
- graph cuts
- loopy belief propagation
- markov networks
- free energy
- pairwise
- energy minimization
- energy function
- probabilistic inference
- probabilistic model
- belief networks
- conditional random fields
- importance sampling
- depth map
- parameter estimation
- higher order