Reliable Belief Propagation: Recent Theoretical and Practical Advances.
Christian KnollFranz PernkopfPublished in: MLSP (2023)
Keyphrases
- belief propagation
- graphical models
- message passing
- markov random field
- graph cuts
- approximate inference
- stereo matching
- markov networks
- factor graphs
- loopy belief propagation
- fixed point
- pairwise
- energy minimization
- tree reweighted
- conditional random fields
- energy function
- exact inference
- statistical physics
- max product
- belief networks
- probabilistic inference
- free energy
- stereo vision
- maximum a posteriori
- disparity map
- maximum likelihood
- higher order
- upper bound