Computational Structures For Machine Perception

Abstract

This note discusses the adequacy of current computer architectures to serve as a base for building machine vision systems. Arguments are presented to show that perceptual problems cannot be completely formalized and dealt with in a closed abstract system. The conclusion is that the digital computer, organized as a general-purpose symbol processor, cannot serve as an adequate instrument for achieving a human-like visual capability.