A fast technique for automatic segmentation and classification of textured images.
Yiannis S. BoutalisStefanos D. KolliasGeorge CarayannisLevon SukissianPublished in: ICASSP (1988)
Keyphrases
- automatic segmentation
- textured images
- manual segmentation
- segmentation algorithm
- automatically segmenting
- unsupervised segmentation
- semi automatic segmentation
- computer aided diagnosis systems
- support vector
- feature vectors
- brain tissue
- pattern recognition
- classification accuracy
- machine learning
- texture segmentation
- feature selection
- random fields
- natural images
- ground truth
- training set
- feature space
- texture features
- model selection
- distance measure
- magnetic resonance images
- markov random field
- multiresolution
- image analysis
- image segmentation
- computer vision