Efficient inference with cardinality-based clique potentials.
Rahul GuptaAjit A. DiwanSunita SarawagiPublished in: ICML (2007)
Keyphrases
- efficient inference
- markov random field
- probabilistic inference
- approximate inference
- belief propagation
- conditional random fields
- message passing
- fully connected
- exact inference
- hidden variables
- graphical models
- structured prediction
- markov networks
- junction tree
- graph structure
- graph cuts
- higher order
- human pose estimation
- energy minimization
- image segmentation
- learning algorithm
- np hard
- pairwise
- support vector
- bayesian networks