Approximate evaluation of marginal association probabilities with belief propagation
Jason L. WilliamsRoslyn A. LauPublished in: CoRR (2012)
Keyphrases
- belief propagation
- graphical models
- message passing
- markov random field
- graph cuts
- stereo matching
- approximate inference
- belief networks
- max product
- fixed point
- markov networks
- probability distribution
- loopy belief propagation
- marginal probabilities
- pairwise
- generalized belief propagation
- energy minimization
- bayesian networks
- inference in graphical models
- energy function
- exact inference
- factor graphs
- statistical physics
- junction tree
- free energy
- multi view
- object recognition
- image segmentation
- conditional probabilities
- random variables
- motion estimation
- reinforcement learning