An analytical and experimental study of the performance of Markov random fields applied to textured images using small samples.
Athanasios SpeisGlenn HealeyPublished in: IEEE Trans. Image Process. (1996)
Keyphrases
- textured images
- markov random field
- experimental study
- random fields
- unsupervised segmentation
- small samples
- natural images
- texture segmentation
- graph cuts
- color images
- pairwise
- texture images
- belief propagation
- maximum a posteriori
- parameter estimation
- markov fields
- image segmentation
- energy function
- higher order
- mrf model
- texture features
- energy minimization
- conditional random fields
- texture analysis
- sample size
- computer vision
- texture information
- information extraction
- hidden markov models