An Embarrassingly Simple Speed-Up of Belief Propagation with Robust Potentials
James M. CoughlanHuiying ShenPublished in: CoRR (2010)
Keyphrases
- belief propagation
- graphical models
- message passing
- markov random field
- graph cuts
- stereo matching
- approximate inference
- clique potentials
- loopy belief propagation
- higher order
- exact inference
- fixed point
- factor graphs
- pairwise
- conditional random fields
- high order
- computer vision
- probabilistic inference
- energy minimization
- image restoration
- super resolution
- free energy
- probabilistic model
- lower bound
- reinforcement learning