In this paper, in order to produce synthetic maps of urban areas for
operative applications, ASTER images were classified using two
automatic classifiers, MLC and SVMs, described in Sections 2.4,
respectively, with the aim to compare their respective performances
in terms of robustness, speed and accuracy.