Task Parallel Implementation of Belief Propagation in Factor Graphs.
Nam MaYinglong XiaViktor K. PrasannaPublished in: IPDPS Workshops (2012)
Keyphrases
- parallel implementation
- factor graphs
- belief propagation
- graphical models
- message passing
- markov random field
- approximate inference
- graph cuts
- stereo matching
- markov networks
- probabilistic graphical models
- exact inference
- energy function
- pairwise
- probabilistic model
- image segmentation
- probabilistic inference
- bayesian networks
- latent variables
- higher order
- structure learning
- conditional independence
- random variables
- partition function