Distributed Verification of Belief Precisions Convergence in Gaussian Belief Propagation.
Bin LiNan WuYik-Chung WuPublished in: ICASSP (2020)
Keyphrases
- belief propagation
- graphical models
- message passing
- graph cuts
- markov random field
- free energy
- bethe free energy
- approximate inference
- markov networks
- fixed point
- distributed systems
- stereo matching
- loopy belief propagation
- pairwise
- factor graphs
- energy minimization
- conditional random fields
- energy function
- probabilistic model
- belief functions
- random variables
- upper bound
- generalized belief propagation
- expectation propagation
- computer vision
- parameter estimation
- maximum likelihood
- image segmentation