Fast hierarchical implementation of sequential tree-reweighted belief propagation for probabilistic inference.
Skand HurkatJungwook ChoiEriko NurvitadhiJosé F. MartínezRob A. RutenbarPublished in: FPL (2015)
Keyphrases
- belief propagation
- probabilistic inference
- graphical models
- message passing
- tree reweighted
- approximate inference
- belief networks
- probabilistic graphical models
- probabilistic model
- exact inference
- markov random field
- markov networks
- graph cuts
- random variables
- factor graphs
- influence diagrams
- energy minimization
- loopy belief propagation
- fixed point
- max product
- bayesian networks
- free energy
- marginal probabilities
- conditional random fields
- pairwise
- stereo matching
- variational methods
- energy function
- junction tree
- knapsack problem
- image matching
- generative model
- object recognition
- training data