Bibtex
Warning: include(../../box/random.php): Failed to open stream: No such file or directory in /usr/local/var/www/publications/proceedings/BackesJKB09.php on line 22
Warning: include(): Failed opening '../../box/random.php' for inclusion (include_path='.:/usr/local/Cellar/php/8.2.5/share/php/pear') in /usr/local/var/www/publications/proceedings/BackesJKB09.php on line 22
Plant Species Identification Using Multi-scale Fractal Dimension Applied to Images of Adaxial Surface Epidermis
Andre Ricardo Backes and Jarbas J. de M. Sá Junior and Rosana M. Kolb and Odemir Martinez Bruno
International Conference on Computer Analysis of Images and Pattern,680-688,2009
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 some species and presence of irregularities in a given species. Experiments were performed considering 300 × 300 texture windows extracted from adaxial surface epidermis from eight species. Different texture methods were evaluated using 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.
