Multiresolution texture classification and analysis
Equipe Ingénierie de la Vision - Université Jean Monnet, Laboratoire Traitement du Signal et Instrumentation - URA 842, Site GIAT-Industries, 3 Rue Javelin Pagnon B.P. 505 42007 Saint-Etienne Cedex 1, France
Equipe Ingénierie de la Vision - Université Jean Monnet, Laboratoire Traitement du Signal et Instrumentation - URA 842, Site GIAT-Industries, 3 Rue Javelin Pagnon B.P. 505 42007 Saint-Etienne Cedex 1, France
Abstract
The aim of this method is to introduce a general hierarchical process for texture classification and analysis. It is more exactly intended for discriminating between micro and macrotextures. Objective features are then extracted according to the evolution of some parameters during a bottom-up process through an intensity pyramid, making them perceptually valuable. Moreover, this efficient tool is not inherently very costly in terms of computation.