Artículos de revistas
Fractal descriptors based on the probability dimension: a texture analysis and classification approach
Pattern Recognition Letters, Amsterdam : Elsevier BV, v. 42, p. 107-114, June 2014
Florindo, João Batista
Bruno, Odemir Martinez
In this work, we propose a novel technique for obtaining descriptors of gray-level texture images. The descriptors are provided by applying a multiscale transform to the fractal dimension of the image estimated through the probability (Voss) method. The effectiveness of the descriptors is verified in a classification task using benchmark over texture datasets. The results obtained demonstrate the efficiency of the proposed method as a tool for the description and discrimination of texture images.