Segmentation of oct skin images by classification of speckle statistical parameters.
Ali McheikHadj BatatiaPublished in: ICIP (2010)
Keyphrases
- skin lesion
- medical ultrasound
- pigmented skin lesions
- segmentation method
- image classification
- segmentation algorithm
- skin surface
- test images
- image analysis
- edge detection
- input image
- cardiac ultrasound images
- image regions
- skin color detection
- segmentation errors
- image retrieval
- gaussian markov random fields
- image segmentation
- contrast enhancement
- ultrasound images
- image features
- pixel wise
- fully automatic
- segmented images
- feature vectors
- region growing
- oct images
- human skin
- gray level
- texture feature extraction
- grey level co occurrence matrix
- textural features
- pixel classification
- speckle noise
- lighting conditions
- maximum likelihood
- level set
- image registration
- automated segmentation
- color features
- synthetic aperture radar
- graph cuts
- image sequences