Fuzzy Markov Random Fields versus Chains for Multispectral Image Segmentation.
Fabien SalzensteinChristophe ColletPublished in: IEEE Trans. Pattern Anal. Mach. Intell. (2006)
Keyphrases
- markov random field
- multispectral image segmentation
- belief propagation
- graph cuts
- energy function
- energy minimization
- random fields
- higher order
- mrf model
- conditional random fields
- parameter estimation
- image restoration
- pairwise
- image segmentation
- maximum a posteriori
- potts model
- low level vision
- multispectral images
- map inference
- potential functions
- loopy belief propagation
- machine learning
- map estimation
- markov networks
- message passing
- soft computing
- partition function
- approximate inference
- information extraction
- color images
- graphical models
- expectation maximization
- change detection
- em algorithm