Hinge-Loss Markov Random Fields and Probabilistic Soft Logic.
Stephen H. BachMatthias BroechelerBert HuangLise GetoorPublished in: CoRR (2015)
Keyphrases
- markov random field
- potential functions
- graph cuts
- belief propagation
- pairwise
- higher order
- energy function
- random fields
- maximum a posteriori
- image segmentation
- loss function
- image restoration
- parameter estimation
- message passing
- conditional random fields
- probabilistic model
- computer vision
- generative model
- multi class
- bayesian networks
- risk minimization
- semi supervised
- belief networks
- similarity measure
- pairwise constraints