The effect of modified Markov random fields on the local minima occurrence in microwave imaging.
Giancarlo FerraiuoloVito PascazioPublished in: IEEE Trans. Geosci. Remote. Sens. (2003)
Keyphrases
- markov random field
- higher order
- belief propagation
- graph cuts
- random fields
- mrf model
- pairwise
- maximum a posteriori
- energy function
- energy minimization
- parameter estimation
- image segmentation
- image restoration
- conditional random fields
- image analysis
- piecewise constant functions
- low level vision
- map inference
- mrf models
- iterative conditional
- high resolution
- computer vision
- image processing
- efficient inference
- textured images
- map estimation
- potential functions
- potts model
- scene labeling
- natural images
- loopy belief propagation
- partition function
- markov networks
- probabilistic inference
- message passing
- phased array
- smoothness prior
- simulated annealing