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Dermoscopy, also known as epiluminescence microscopy, is a major imaging technique used in the assessment of melanoma and other diseases of skin. In this study we propose a computer aided method and tools for fast and automated diagnosis of malignant skin lesions using non-linear classifiers. The method consists of three main stages: (1) skin lesion features extraction from images; (2) features measurement...
This paper develops an approach and tool that automatically extracts skin lesion's boundary used for symmetry and area calculation. An image enhancement approach prepares every image for active contour (AC) evolution. Further, the AC automatically extracts the lesion's boundary used to measure symmetry applying minimal boundary box. Next, the lesion's area is calculated. Thus, the lesions are mapped...
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