Optimizing and Auto-tuning Belief Propagation on the GPU.
Scott Grauer-GrayJohn CavazosPublished in: LCPC (2010)
Keyphrases
- belief propagation
- graphical models
- message passing
- graph cuts
- stereo matching
- markov random field
- approximate inference
- pairwise
- factor graphs
- loopy belief propagation
- markov networks
- energy minimization
- fixed point
- free energy
- energy function
- belief networks
- disparity map
- conditional random fields
- statistical physics
- image processing
- sum product
- probabilistic inference
- first order logic
- sufficient conditions
- higher order
- probabilistic model
- dynamic programming
- image sequences