Limitations of Markov Random Fields as Models of Textured Images of Real Surfaces.
Athanasios SpeisGlenn HealeyPublished in: ICCV (1995)
Keyphrases
- textured images
- markov random field
- random fields
- parameter estimation
- texture model
- unsupervised segmentation
- potential functions
- markov fields
- higher order
- color images
- natural images
- texture segmentation
- energy function
- energy minimization
- graph cuts
- image restoration
- mrf model
- conditional random fields
- belief propagation
- pairwise
- texture features
- maximum a posteriori
- probabilistic model
- image segmentation
- texture information
- texture images
- maximum likelihood
- image analysis
- object detection
- non stationary
- information extraction
- maximum entropy
- texture analysis
- segmentation method
- machine learning
- multiscale
- computer vision