We describe a morphological image analysis method to characterize black-and
-white images in terms of geometry and topology by means of the Minkowski f
unctionals. We present an algorithm to calculate these functionals in two a
nd three dimensions and apply the method to random point patterns on square
and cubic lattices. (C) 2000 Elsevier Science B.V. All rights reserved.