Publicação: Plant Species Identification Using Multi-scale Fractal Dimension Applied to Images of Adaxial Surface Epidermis
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Springer
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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.
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plant identification, complexity, multi-scale fractal dimension, texture analysis
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Inglês
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Computer Analysis Of Images And Patterns, Proceedings. Berlin: Springer-verlag Berlin, v. 5702, p. 680-+, 2009.
