| Texto completo | |
| Autor(es): |
Dorileo, Ederson. A. G.
;
Frade, Marco A. C.
;
Roselino, Ana M. F.
;
Rangayyan, Rangaraj M.
;
Azevedo-Marques, Paulo M.
;
IEEE
Número total de Autores: 6
|
| Tipo de documento: | Artigo Científico |
| Fonte: | 2008 30TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY, VOLS 1-8; v. N/A, p. 2-pg., 2008-01-01. |
| Resumo | |
This paper presents color image processing methods for the analysis of dermatological images in the context of a content-based image retrieval (CBIR) system. Tests were conducted on the classification of tissue components in skin lesions, in terms of necrotic tissue, fibrin, granulation, and mixed composition. The images were classified based on color components by an expert dermatologist following a black-yellow-red model. Indexing and retrieval of images were performed based on texture information obtained from the red, green, blue, hue, and saturation components of the color images. The performance of the CBIR system was measured in terms of precision and recall. Initial results demonstrate the potential of the proposed methods with the best precision result of 70% obtained for the characterization of mixed tissue composition. (AU) | |
| Processo FAPESP: | 07/01580-0 - Auxílio ao diagnóstico através do uso de recuperação de imagens por conteúdo e realimentação de relevância: um estudo de viabilidade clínica |
| Beneficiário: | Paulo Mazzoncini de Azevedo Marques |
| Modalidade de apoio: | Auxílio à Pesquisa - Regular |
| Processo FAPESP: | 07/02144-9 - Recuperacao de imagens a partir de conteudos (cbir): um estudo de caracterizacao de lesoes dermatologicas para auxilio ao diagnostico na rotina clinica. |
| Beneficiário: | Éderson Antônio Gomes Dorileo |
| Modalidade de apoio: | Bolsas no Brasil - Mestrado |