Segmentation and classification of cervix lesions by pattern and texture analysis.
Yeshwanth SrinivasanFei GaoBhakti TulpuleShuyu YangSunanda MitraBrian NutterPublished in: Int. J. Intell. Syst. Technol. Appl. (2006)
Keyphrases
- texture analysis
- brodatz textures
- gabor filtering
- texture segmentation
- textural features
- texture discrimination
- image analysis
- texture classification
- feature extraction
- multiresolution
- fractal analysis
- texture features
- rotation invariant
- texture images
- gray level
- gabor filters
- co occurrence
- breast tissue
- textured images
- segmentation algorithm
- texture description
- image segmentation
- computer aided detection
- pattern recognition
- texture patterns
- fractal dimension
- texture descriptors
- unsupervised segmentation
- computer aided
- texture characterization
- object recognition
- feature selection
- skin lesion
- multiscale
- local binary pattern
- natural textures
- decision trees
- digital mammograms
- feature vectors
- lung nodules
- classification accuracy
- feature space
- illumination correction
- image processing
- color and texture features
- medical images
- segmentation method