Belief Propagation by Message Passing in Junction Trees: Computing Each Message Faster Using GPU Parallelization
Lu ZhengOle J. MengshoelJike ChongPublished in: CoRR (2012)
Keyphrases
- message passing
- junction tree
- belief propagation
- shared memory
- graphical models
- markov random field
- probabilistic inference
- graph cuts
- stereo matching
- approximate inference
- markov networks
- loopy belief propagation
- factor graphs
- probabilistic graphical models
- pairwise
- free energy
- inference in graphical models
- energy minimization
- energy function
- max product
- sum product
- belief networks
- exact inference
- distributed systems
- higher order
- conditional random fields
- high quality
- image processing