Advanced Support Vector Machines for Image Modeling Using Gibbs-Markov Random Field.
Ayman El-BazRefaat M. MohamedAly A. FaragPublished in: International Conference on Computational Intelligence (2004)
Keyphrases
- markov random field
- mrf model
- neighboring pixels
- image segmentation
- random fields
- energy function
- prior model
- support vector
- maximum a posteriori
- graph cuts
- textured images
- map estimation
- mrf models
- parameter estimation
- pairwise
- spatial continuity
- higher order
- maximum a posterior
- belief propagation
- energy minimization
- image restoration
- input image
- conditional random fields
- image classification
- segmentation method
- label field
- single image
- gibbs distribution
- segmentation algorithm
- potential functions
- image pixels
- image features
- image prior
- markov random field model
- high resolution
- image super resolution
- labeling problems
- maximum a posteriori probability
- mrf optimization
- color images
- image reconstruction
- spatial information