| Full text | |
| Author(s): |
Total Authors: 3
|
| Affiliation: | [1] Univ Sao Paulo, IFSC, BR-13560970 Sao Carlos, SP - Brazil
[2] Univ Sao Paulo, ICMC, BR-13560970 Sao Carlos, SP - Brazil
Total Affiliations: 2
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| Document type: | Journal article |
| Source: | International Journal of Imaging Systems and Technology; v. 19, n. 3, p. 236-243, 2009. |
| Web of Science Citations: | 63 |
| Abstract | |
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) | |
| FAPESP's process: | 08/57313-2 - Complex networks in computer vision, with applications in bioinformatics |
| Grantee: | Dalcimar Casanova |
| Support Opportunities: | Scholarships in Brazil - Doctorate |
| FAPESP's process: | 06/53972-6 - Analysis and identification of plant species through texture |
| Grantee: | Dalcimar Casanova |
| Support Opportunities: | Scholarships in Brazil - Master |