16th Scandinavian Conference on Image Analysis, SCIA 2009, Oslo, Norway, 15 - 18 June 2009, vol.5575 LNCS, pp.676-685
In this paper, we describe work on Bayesian classifiers for distinguishing between homogeneous structures, textures, edges and junctions. We build semi-local classifiers from hand-labeled images to distinguish between these four different kinds of structures based on the concept of intrinsic dimensionality. The built classifier is tested on standard and non-standard images. © 2009 Springer Berlin Heidelberg.