Initial Empirical Evaluation of Anytime Lifted Belief Propagation.
Richard G. FreedmanRodrigo de Salvo BrazHung BuiSriraam NatarajanPublished in: StarAI@UAI (2012)
Keyphrases
- empirical evaluation
- belief propagation
- graphical models
- message passing
- markov random field
- graph cuts
- stereo matching
- approximate inference
- probabilistic inference
- markov networks
- loopy belief propagation
- fixed point
- exact inference
- pairwise
- statistical physics
- energy function
- energy minimization
- probabilistic model
- free energy
- factor graphs
- gaussian graphical models
- stereo vision
- belief networks
- preprocessing
- image segmentation
- computer vision
- partition function
- object recognition