image processing Tag

An approach to melanoma classification exploiting polarization information

Doctoral thesis “An approach to melanoma classification exploiting polarization information”   By Rastgoo, Mojdeh Supervised by García Campos, Rafael; Marzani, Frank; Morel, Olivier   Abstract Malignant melanoma is the deadliest of skin cancers and causes the majority of deaths in comparison to other skin-related malignancies. Yet it is the most treatable type of cancer, thanks to its early diagnosis. Subsequently, early diagnosis is crucial for patient survival rate and numerous Computer-Aided Diagnosis (CAD) systems have been proposed by the research community to assist dermatologists in early diagnosis. These systems are based on the most common skin imaging modality, cross-polarized dermoscopy….