Lossless Reduced Cutset Coding of Markov Random Fields.
Matthew G. ReyesDavid L. NeuhoffPublished in: DCC (2010)
Keyphrases
- markov random field
- graph cuts
- higher order
- belief propagation
- arithmetic coding
- random fields
- graphical models
- mrf model
- pairwise
- energy function
- high order
- parameter estimation
- image segmentation
- maximum a posteriori
- energy minimization
- image restoration
- conditional random fields
- potential functions
- map inference
- message passing
- markov networks
- lossless compression
- low level vision
- textured images
- loopy belief propagation
- constraint programming
- image compression
- iterative conditional
- exact inference
- map estimation
- efficient inference
- natural images
- piecewise constant functions