Structured Learning of Sum-of-Submodular Higher Order Energy Functions.
Alexander FixThorsten JoachimsSung Min ParkRamin ZabihPublished in: ICCV (2013)
Keyphrases
- structured learning
- higher order
- energy function
- energy minimization
- markov random field
- conditional random fields
- graph cuts
- submodular functions
- high order
- objective function
- belief propagation
- maximum margin
- pairwise
- segmentation method
- active contours
- greedy algorithm
- structured prediction
- parameter estimation
- multiclass classification
- image segmentation
- maximum a posteriori
- learning models
- training process
- message passing
- markov networks
- facility location problem
- multi label
- level set
- information extraction
- probabilistic model
- support vector
- feature selection