The design of an enhanced SIMD processor, named the SIMDDE, is evaluat
ed. The architecture has circular data paths, as well as row and colum
n paths. The SIMDDE architecture is intended primarily for use in imag
e recognition in embedded systems. The designed processor also might b
e realized with other architectures provided they meet the spatial con
straints. Performance comparisons are made with a von Neumann, an unen
hanced SIMD, two pipeline architectures, and a paracomputer. The metho
dology employs an image recognition algorithm introduced by Castleman
(Digital Image Processing, Prentice-Hall, Englewood Cliffs, NJ, 1979)
and an extension of the published analysis of Cantoni, Guerra, and Lev
ialdi (Computing Structures for Image Processing (M. Duff, Ed.), pp. 4
3-56, Academic Press, New York, 1983). It is shown that this augmentat
ion can increase the performance threefold at only a 6% increase in th
e cost as measured by the number of paths required. Comparisons of the
design as realized with other architectures indicate when these might
be preferred. (C) 1995 Academic Press, Inc.