Diverse M-Best Solutions in Markov Random Fields.
Dhruv BatraPayman YadollahpourAbner Guzmán-RiveraGregory ShakhnarovichPublished in: ECCV (5) (2012)
Keyphrases
- markov random field
- random fields
- parameter estimation
- graph cuts
- belief propagation
- higher order
- mrf model
- energy minimization
- maximum a posteriori
- image segmentation
- pairwise
- energy function
- conditional random fields
- image restoration
- mrf models
- map estimation
- low level vision
- potts model
- multiscale
- discriminative random fields
- piecewise constant functions
- prior models
- partition function
- potential functions
- efficient inference
- map inference
- iterative conditional
- message passing
- optimal solution