Networking sensors using belief propagation.
Sujay SanghaviDmitry MalioutovAlan S. WillskyPublished in: Allerton (2008)
Keyphrases
- belief propagation
- graphical models
- message passing
- markov random field
- graph cuts
- approximate inference
- markov networks
- stereo matching
- loopy belief propagation
- free energy
- energy function
- factor graphs
- belief networks
- pairwise
- energy minimization
- fixed point
- statistical physics
- probabilistic inference
- disparity map
- image segmentation
- max product
- parameter estimation
- exact inference
- maximum likelihood
- higher order