Abstract
In this paper we describe realization of the parallel system for the recognition of handwritten numerical characters. The system is based on the theory of two-dimensional matched filters and application of processors from higher hierarchical levels. In the first part of the paper we describe theoretical aspects of two-dimensional matched filters and we give original definitions of processors from different hierarchical levels. In the second part of the paper the realization of highly parallel pattern recognition system is presented. The system has processors from hierarchical levels H 1 and H 2 as the basic elements. The experimental results are given.
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