Automatic Skin Lesion Segmentation Based on Texture Analysis and Supervised Learning.
Yingding HeFengying XiePublished in: ACCV (2) (2012)
Keyphrases
- texture analysis
- texture segmentation
- skin lesion
- supervised learning
- image analysis
- brodatz textures
- texture classification
- multiresolution
- gabor filtering
- texture images
- rotation invariant
- texture features
- textured images
- fully automatic
- texture discrimination
- fractal dimension
- gabor filters
- local binary pattern
- gray level
- co occurrence
- feature extraction
- textural features
- segmentation algorithm
- image segmentation
- skin cancer
- computer aided
- pattern recognition
- color segmentation
- malignant melanoma
- texture characterization
- training data
- texture information
- segmentation method
- level set
- quantitative evaluation
- edge detection
- feature space
- neural network
- extracted features
- learning algorithm
- segmentation accuracy
- early detection
- feature selection
- positive and negative
- automated segmentation
- machine learning
- digital images
- image sequences