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Issue No.06 - June (1996 vol.18)
pp: 653-656
ABSTRACT
<p><b>Abstract</b>—To successfully apply character recognition technology most of the forms currently hand-keyed will need to be redesigned. This paper presents results from a comprehensive study of three versions of a redesigned tax form. Analyses show that using separately spaced character boxes provides superior machine readability over fields containing combs and adjoining character boxes. It is shown that character boxes containing two vertically stacked ovals cause writers much more difficulty. Analyses provide proof that writer idiosyncratic responses on forms are the major source of errors, and proper form design can reduce these errors.</p>
INDEX TERMS
Form design, forms processing, handwriting recognition, idiosyncratic responses, neural networks, optical character recognition, tax forms.
CITATION
Michael D. Garris, "Form Design for High Accuracy Optical Character Recognition", IEEE Transactions on Pattern Analysis & Machine Intelligence, vol.18, no. 6, pp. 653-656, June 1996, doi:10.1109/34.506417