Distributed convergence verification for Gaussian belief propagation.
Jian DuSoummya KarJosé M. F. MouraPublished in: ACSSC (2017)
Keyphrases
- belief propagation
- graphical models
- message passing
- markov random field
- stereo matching
- graph cuts
- approximate inference
- bethe free energy
- free energy
- distributed systems
- loopy belief propagation
- markov networks
- factor graphs
- pairwise
- fixed point
- energy minimization
- energy function
- probabilistic model
- random fields
- computer vision
- maximum likelihood
- expectation propagation
- three dimensional
- exact inference
- image sequences
- probabilistic inference
- high quality
- stereo vision
- random variables