The Hough transform and their extensions can not adequately handle sha
pes characterized by the fact that different instances of the same sha
pe are similar, but not identical. We present an extension to recogniz
e natural shapes. It is based on the principle that natural shapes can
be represented by two extremes: the inner extreme and the outer extre
me. (C) 1997 Elsevier Science B.V.