Loopy Belief Propagation: Convergence and Effects of Message Errors.
Alexander T. IhlerJohn W. Fisher IIIAlan S. WillskyPublished in: J. Mach. Learn. Res. (2005)
Keyphrases
- loopy belief propagation
- belief propagation
- approximate inference
- markov random field
- graphical models
- graph cuts
- conditional random fields
- free energy
- energy minimization
- message passing
- em algorithm
- stereo matching
- markov chain monte carlo
- state space
- monte carlo
- image segmentation
- higher order
- upper bound
- exact inference