Autor(es)

Casanova, Dalcimar ^[1] ; de Mesquita Sa Junior, Jarbas Joaci ^[2] ; Bruno, Odemir Martinez ^[1]

Afiliação do(s) autor(es)

^[1] Univ Sao Paulo, IFSC, BR-13560970 Sao Carlos, SP - Brazil

^[2] Univ Sao Paulo, ICMC, BR-13560970 Sao Carlos, SP - Brazil

• Tipo de documento: Artigo Científico
• Fonte: International Journal of Imaging Systems and Technology; v. 19, n. 3, p. 236-243, 2009.
• Citações Web of Science: 63

Resumo

This article presents a novel method of plant classification using Gabor wavelet filters to extract texture filters in a foliar surface. The aim of this promising method is to add to the results obtained by other leaf attributes (such as shape, contour, color, among others), increasing, therefore, the percentage of classification of plant species. To corroborate the efficiency of the technique, an experiment using 20 species from Brazilian flora was done and discussed. The results are also compared with texture Fourier descriptors and cooccurrence matrices. (C) 2009 Wiley Periodicals, Inc. Int J Imaging Syst Technol, 19, 236-243, 2009; Published online in Wiley InterScience (www.interscience.wiley.com). DOI 10.1002/ima.20201 (AU)

• Processo FAPESP: 08/57313-2 - Redes complexas em visao computacional, com aplicacoes em bioinformatica.
• Beneficiário: Dalcimar Casanova
• Modalidade de apoio: Bolsas no Brasil - Doutorado
• Processo FAPESP: 06/53972-6 - Analise e identificacao de especies vegetais atraves de textura.
• Beneficiário: Dalcimar Casanova
• Modalidade de apoio: Bolsas no Brasil - Mestrado