An integrated computer supported acquisition, handling, and characterization system for pigmented skin lesions in dermatological images.

This paper describes an integrated prototype computer-based system for the characterization of skin digital images. The first stage includes an image acquisition arrangement designed for capturing skin images, under reproducible conditions. The system processes the captured images and performs unsup...

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Publié dans:	IEEE Transactions on information technology in biomedicine 9, 1 (2005).
Auteur principal:	Maglogiannis, I.
Format:	Article
Langue:	English
Sujets:	Fourier spectrum. Artificial intelligence. Classification module. Color-based features. Dermatological images. Discriminant analysis. Dysplastic nevus. Image acquisition. Image analysis. Image capturing. Image registration. Integrated computer supported acquisition. Integrated prototype computer-based system. Log-polar transform. Malignant melanoma recognition. Neural networks. Pigmented skin lesion. Skin digital images. Statistical modeling. Unsupervised image segmentation.