Artículos de revistas
Texture analysis and classification: a complex network-based approach
Information Sciences, Philadelphia : Elsevier, v. 219, p. 168-180, Jan. 2013
Backes, André Ricardo
Bruno, Odemir Martinez
In this paper, we propose a novel texture analysis method using the complex network theory. We investigated how a texture image can be effectively represented, characterized and analyzed in terms of a complex network. The proposed approach uses degree measurements to compose a set of texture descriptors. The results show that the method is very robust, and it presents a excellent texture discrimination for all considered classes, overcoming traditional texture methods.