MRF Optimization via Dual Decomposition: Message-Passing Revisited.
Nikos KomodakisNikos ParagiosGeorgios TziritasPublished in: ICCV (2007)
Keyphrases
- mrf optimization
- dual decomposition
- message passing
- inference in graphical models
- markov random field
- belief propagation
- energy minimization
- map inference
- graphical models
- graph cuts
- approximate inference
- distributed systems
- max margin
- factor graphs
- probabilistic inference
- markov logic
- energy function
- pairwise
- maximum a posteriori
- lp relaxation
- lagrangian relaxation
- image segmentation
- structured prediction
- parameter learning
- parameter estimation
- markov networks
- higher order
- conditional random fields
- cutting plane
- semi supervised
- dynamic programming