Segmentation of Skin Lesions in 2-D and 3-D Ultrasound Images Using a Spatially Coherent Generalized Rayleigh Mixture Model.
Marcelo PereyraNicolas DobigeonHadj BatatiaJean-Yves TourneretPublished in: IEEE Trans. Medical Imaging (2012)
Keyphrases
- skin lesion
- mixture model
- pigmented skin lesions
- automatically segmented
- segmentation algorithm
- segmentation method
- em algorithm
- image analysis
- automated segmentation
- segmentation accuracy
- gaussian mixture model
- probabilistic model
- computer aided
- input image
- generative model
- skin cancer
- quantitative evaluation
- image features
- digital image processing
- malignant melanoma
- edge detection
- expectation maximization
- dermoscopy images
- early detection
- language model
- image registration
- image segmentation
- object recognition
- unsupervised learning
- graph cuts
- medical images
- color features
- maximum likelihood
- dirichlet distribution
- model selection
- image processing