Inference for order reduction in Markov random fields.
Andrew C. GallagherDhruv BatraDevi ParikhPublished in: CVPR (2011)
Keyphrases
- markov random field
- random fields
- piecewise constant functions
- efficient inference
- graph cuts
- energy minimization
- map inference
- belief propagation
- parameter estimation
- loopy belief propagation
- image segmentation
- energy function
- higher order
- maximum a posteriori
- low level vision
- computer vision
- mrf model
- potential functions
- active contours
- partition function
- factor graphs
- markov networks
- probabilistic inference
- image understanding
- image restoration
- conditional random fields