Some experiments in the evaluation of a character recognition scanner |
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Authors: | CJ Evangelisti |
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Affiliation: | IBM Thomas J. Watson Research Center, Yorktown Heights, NY 10598, U.S.A. |
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Abstract: | For character recognition machines in which the design of the logic is time consuming and expensive, a method for evaluating the character recognition scanner prior to designing the recognition logic is desirable. A method for evaluating a character recognition scanner by evaluating the patterns it produces is described. The method, for a given set of parameters, assigns to each pattern a figure of merit that measures the difficulty of recognizing the pattern. A number of experiments show that the evaluation method produced results comparable to results produced by a recognition logic designed by engineers. On a sample of 81,200 patterns, the evaluation method showed in this experiment that 0.20% of the patterns would be difficult to recognize, while for the same patterns, logic designed by engineers failed to recognize or misrecognized 0.24% of the patterns. |
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Keywords: | Character recognition Scanner evaluation Automatic recognition logic Combinational recognition logic Character recognition experiments |
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