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Malignant melanomas are the most serious form of skin cancer accounting for the majority of skin cancer related deaths. Histo-pathological images of skin tissues are analyzed for detecting various types of melanomas. The automatic analysis of these images can greatly facilitate the diagnosis task for dermato-pathologists. The first and foremost step in automatic histo-pathological image analysis is...