Modeling and Mitigating Errors in Belief Propagation for Distributed Detection.
Younes AbdiTapani RistaniemiPublished in: IEEE Trans. Commun. (2021)
Keyphrases
- belief propagation
- graphical models
- message passing
- markov random field
- graph cuts
- stereo matching
- fixed point
- markov networks
- pairwise
- loopy belief propagation
- approximate inference
- factor graphs
- distributed systems
- statistical physics
- free energy
- energy function
- bayesian networks
- probabilistic inference
- energy minimization
- belief networks
- upper bound
- exact inference
- image restoration
- probabilistic model
- image segmentation
- max product