Modeling spatially-dependent extreme events with Markov random field priors.
Hang YuZheng ChooJustin DauwelsPhilip JonathanQiao ZhouPublished in: ISIT (2012)
Keyphrases
- markov random field
- maximum a posteriori
- prior model
- mrf model
- graph cuts
- higher order
- belief propagation
- random fields
- image segmentation
- parameter estimation
- conditional random fields
- energy function
- map estimation
- pairwise
- energy minimization
- potential functions
- image restoration
- labeling problems
- smoothness prior
- message passing
- image prior
- mrf models
- markov random field model
- random walk
- mrf optimization
- decision making
- high throughput
- microarray
- generalized gaussian
- spatial continuity
- extreme events