This gager deals with a novel way for representing and computing image feat
ures encapsulated within different regions of scale-space. Employing a ther
modynamical model for scale-space generation, the method derives features a
s those corresponding to "entropy rich" image regions where, within a given
range of spatial scales, the entropy gradient remains constant. Different
types of image features, defining regions of different information content,
are accordingly encoded by such regions within different bands of spatial
scale.