A GPU implementation of tiled belief propagation on Markov Random Fields.
Hassan EslamiTheodoros KasampalisMaria KotsifakouPublished in: MEMOCODE (2013)
Keyphrases
- belief propagation
- markov random field
- message passing
- graph cuts
- higher order
- energy minimization
- parameter estimation
- energy function
- markov networks
- random fields
- pairwise
- loopy belief propagation
- approximate inference
- image restoration
- free energy
- factor graphs
- fixed point
- maximum a posteriori
- image segmentation
- low level vision
- disparity map
- potts model
- conditional random fields
- exact inference
- low level vision problems
- statistical physics
- clique potentials
- higher order cliques
- graphical models
- partition function
- stereo matching
- probability distribution
- machine learning
- real time