Approximate evaluation of marginal association probabilities with belief propagation.
Jason L. WilliamsRoslyn A. LauPublished in: IEEE Trans. Aerosp. Electron. Syst. (2014)
Keyphrases
- belief propagation
- graphical models
- message passing
- markov random field
- graph cuts
- stereo matching
- belief networks
- approximate inference
- inference in graphical models
- markov networks
- probability distribution
- loopy belief propagation
- factor graphs
- fixed point
- max product
- marginal probabilities
- energy function
- free energy
- pairwise
- generalized belief propagation
- energy minimization
- exact inference
- image features
- partition function
- probabilistic inference
- statistical physics
- random variables
- junction tree
- denoising