Optimising memory management for Belief Propagation in Junction Trees using GPGPUs.
Filippo BistaffaAlessandro FarinelliNicola BombieriPublished in: ICPADS (2014)
Keyphrases
- junction tree
- belief propagation
- memory management
- message passing
- graphical models
- operating system
- markov random field
- graph cuts
- approximate inference
- stereo matching
- hardware implementation
- exact inference
- pairwise
- fixed point
- belief networks
- markov networks
- probabilistic inference
- bayesian networks
- probabilistic graphical models
- energy function
- random variables
- computer systems
- image processing
- dynamic programming
- three dimensional