FunCat functional inference with belief propagation and feature integration.
Dimitrij SurmeliOliver RatmannHans-Werner MewesIgor V. TetkoPublished in: Comput. Biol. Chem. (2008)
Keyphrases
- belief propagation
- loopy belief propagation
- graphical models
- factor graphs
- exact inference
- message passing
- max product
- markov random field
- approximate inference
- graph cuts
- probabilistic inference
- stereo matching
- belief networks
- sum product
- markov networks
- probabilistic graphical models
- bayesian networks
- nonparametric belief propagation
- partition function
- fixed point
- image features
- pairwise
- energy function
- junction tree
- dynamic bayesian networks
- feature vectors
- marginal probabilities
- probabilistic model
- generalized belief propagation
- energy minimization
- em algorithm
- bayesian inference
- random fields
- free energy
- conditional random fields
- np hard
- image processing
- higher order cliques
- gibbs sampling
- parameter learning
- linear programming
- higher order
- object recognition
- high quality