Fixed Points of Belief Propagation - An Analysis via Polynomial Homotopy Continuation.
Christian KnollDhagash MehtaTianran ChenFranz PernkopfPublished in: IEEE Trans. Pattern Anal. Mach. Intell. (2018)
Keyphrases
- fixed point
- belief propagation
- graphical models
- markov random field
- graph cuts
- message passing
- free energy
- stereo matching
- pairwise
- approximate inference
- markov networks
- sufficient conditions
- loopy belief propagation
- probabilistic inference
- information theoretic
- random fields
- high quality
- energy function
- super resolution
- dynamic programming
- high resolution
- lower bound