Unsupervised segmentation of gray level Markov model textures with hierarchical self organizing maps.
Mesut GoktepeNese YalabikVolkan AtalayPublished in: ICPR (1996)
Keyphrases
- gray level
- self organizing maps
- markov model
- unsupervised segmentation
- textured images
- texture images
- texture features
- texture descriptors
- texture analysis
- image segmentation
- unsupervised learning
- texture information
- markov chain
- gray scale
- neural network
- input image
- co occurrence
- texture classification
- texture segmentation
- hidden markov models
- statistical model
- rotation invariant
- low contrast
- segmentation algorithm
- gabor filters
- local binary pattern
- markov random field
- k means
- input data
- color images
- image analysis
- multiscale
- natural images
- learning algorithm
- color information
- expectation maximization