Partial Optimality by Pruning for MAP-Inference with General Graphical Models.
Paul SwobodaAlexander ShekhovtsovJörg Hendrik KappesChristoph SchnörrBogdan SavchynskyyPublished in: IEEE Trans. Pattern Anal. Mach. Intell. (2016)
Keyphrases
- map inference
- graphical models
- probabilistic model
- belief propagation
- markov random field
- random variables
- special case
- probabilistic graphical models
- conditional random fields
- approximate inference
- probabilistic inference
- bayesian networks
- structure learning
- image labeling
- graph structure
- belief networks
- markov networks
- semantic segmentation
- cutting plane
- search space
- distributed systems
- image segmentation