On the Role of Texture and Color in the Classification of Dermoscopy Images

• Tipo: Artigo em Livro de Atas de Conferência Internacional
• Data: 2012

Autores

Jorge S Marques (Autor) Outra; Catarina Barata (Autor) Outra; Teresa Mendonca (Autor) FCUP

Ata de Conferência Internacional

Título: 2012 ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC)

Páginas: 4402-4405

34th Annual International Conference of the IEEE Engineering-in-Medicine-and-Biology-Society (EMBS)

San Diego, CA, AUG 28-SEP 01, 2012

Indexação

ISI Web of Knowledge - 20 Citações

Scopus - 0 Citações

Classificação Científica

FOS: Ciências da engenharia e tecnologias > Biotecnologia ambiental

Outras Informações

ID Authenticus: P-002-E9V

DOI: 10.1109/embc.2012.6346942

Abstract (EN): This paper addresses the detection of melanoma lesions in dermoscopy images, using texture and color features. Although melanoma detection has been studied in several works, using different types of texture, color and shape features, it is not always clear what is the role of each set of features and which features are most discriminative. This papers aims at clarifying the role of texture and color features. Furthermore, the proposed systems is based on features which can be easily implemented and tested by other resarchers. It is concluded that both types of features achieve good detection scores when used alone. The best results (SE=94.1%, SP=77.4%) are achieved by combining them both.

Idioma: Inglês

Tipo (Avaliação Docente): Científica

Nº de páginas: 4