Belief Propagation Implementation Using CUDA on an NVIDIA GTX 280.
Yanyan XuHui ChenReinhard KletteJiaju LiuTobi VaudreyPublished in: Australasian Conference on Artificial Intelligence (2009)
Keyphrases
- belief propagation
- graphical models
- message passing
- markov random field
- graph cuts
- approximate inference
- stereo matching
- markov networks
- loopy belief propagation
- energy minimization
- graphics processing units
- parallel implementation
- energy function
- fixed point
- pairwise
- factor graphs
- probabilistic inference
- free energy
- bayesian networks
- statistical physics
- conditional random fields
- probabilistic model
- lower bound