Bibtex
Warning: include(../../box/random.php): Failed to open stream: No such file or directory in /usr/local/var/www/publications/proceedings/BackesCB10a.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/BackesCB10a.php on line 22
A Complex Network-Based Approach for Texture Analysis
Backes, Andre Ricardo and Casanova, Dalcimar and Bruno, Odemir Martinez
Iberoamerican Congress on Pattern Recognition,426-433,2010
In this paper, we propose a novel texture analysis method using the complex network theory. It was investigated how a texture image can be effectively represented, characterized and analyzed in terms of a complex network. The propose uses degree measurements in a dynamic evolution network to compose a set of feasible shape descriptors. Results show that the method is very robust and it presents a very excellent texture discrimination for all considered classes.
