A global perspective on MAP inference for low-level vision.
Oliver J. WoodfordCarsten RotherVladimir KolmogorovPublished in: ICCV (2009)
Keyphrases
- low level vision
- map inference
- markov random field
- graphical models
- image restoration
- high level vision
- energy minimization
- image understanding
- graph cuts
- image analysis
- object recognition
- energy function
- higher order
- belief propagation
- maximum a posteriori
- conditional random fields
- pairwise
- semantic segmentation
- image labeling
- computer vision
- image processing
- image segmentation
- pattern recognition
- lp relaxation
- hidden markov models