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Plant Species Identification Using Multi-scale Fractal Dimension Applied to Images of Adaxial Surface Epidermis

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Autor(es):
Backes, Andre R. ; Sa Junior, Jarbas J. de M. ; Kolb, Rosana M. ; Bruno, Odemir M. ; Jiang, X ; Petkov, N
Número total de Autores: 6
Tipo de documento: Artigo Científico
Fonte: Lecture Notes in Computer Science; v. 5702, p. 3-pg., 2009-01-01.
Resumo

This paper presents the study of computational methods applied to histological texture analysis in order to identify plant species, a very difficult task due to the great similarity among sortie species and presence of irregularities in a given species. Experiments were performed considering 300 x 300 texture windows extracted from adaxial surface epidermis from eight species. Different texture methods were evaluated rising Linear Discriminant Analysis (LDA). Results showed that methods based on complexity analysis perform a better texture discrimination; so conducting to a, more accurate identification of plant species. (AU)

Processo FAPESP: 06/54367-9 - Estudos de metodos de analise de complexidade em imagens.
Beneficiário:André Ricardo Backes
Modalidade de apoio: Bolsas no Brasil - Doutorado