Lifted Hinge-Loss Markov Random Fields.
Sriram SrinivasanBehrouz BabakiGolnoosh FarnadiLise GetoorPublished in: AAAI (2019)
Keyphrases
- markov random field
- belief propagation
- potential functions
- message passing
- loss function
- risk minimization
- probabilistic inference
- pairwise
- higher order
- graph cuts
- image restoration
- energy function
- maximum a posteriori
- image segmentation
- graphical models
- pairwise constraints
- conditional random fields
- parameter estimation
- random fields
- approximate inference
- computer vision
- markov networks
- boosting algorithms
- kernel function
- multi class
- probabilistic model