Texture analysis and classification in coherent anti-Stokes Raman scattering (CARS) microscopy images for automated detection of skin cancer.
Fisseha Bekele LegesseAnna MedyukhinaSandro HeukeJürgen PoppPublished in: Comput. Medical Imaging Graph. (2015)
Keyphrases
- texture analysis
- automated detection
- microscopy images
- texture classification
- feature extraction
- fractal analysis
- textural features
- multiresolution
- texture images
- malignant melanoma
- cell nuclei
- texture segmentation
- gabor filters
- co occurrence
- pattern recognition
- fractal dimension
- skin cancer
- gray level
- image analysis
- automated analysis
- texture features
- skin lesion
- local binary pattern
- early detection
- machine learning
- feature vectors
- support vector
- dermoscopy images
- multi channel
- texture descriptors
- classification accuracy
- decision trees
- lung cancer
- feature space