What Is the Role of Color in Dermoscopy Analysis?

• Tipo: Artigo em Livro de Atas de Conferência Internacional
• Data: 2013

Autores

Ruela, M (Autor) Outra; Barata, C (Autor) Outra; Mendonca, T (Autor) FCUP; Marques, JS (Autor) Outra

Ata de Conferência Internacional

Título: PATTERN RECOGNITION AND IMAGE ANALYSIS, IBPRIA 2013

Páginas: 819-826

6th Iberian Conference on Pattern Recognition and Image Analysis (IbPRIA)

Funchal, PORTUGAL, JUN 05-07, 2013

Indexação

ISI Web of Knowledge - 5 Citações

Scopus - 7 Citações

Outras Informações

ID Authenticus: P-008-DG0

DOI: 10.1007/978-3-642-38628-2_97

Abstract (EN): The aim of this work is to assess what is the role of color features in Computer-Aided Diagnosis (CAD) systems for melanoma classification. This assessment was performed by developing two CAD systems, each based on a different feature extraction method, whose classification is solely based on color features. The best performance (SE = 100% and SP = 93%) was achieved by both systems by using the unidimensional color histogram as the image descriptor and images represented in the opponent color space. These results show that color features play a major role in dermoscopy analysis.

Idioma: Inglês

Tipo (Avaliação Docente): Científica

Nº de páginas: 8