Results obtained using a simple character recognition procedure on Munson's handprinted data

ABS HUSSAIN ABS; GT TOUSSAINT GT; RW DONALDSON RW

doi:10.1109/tc.1972.5008927

Results obtained using a simple character recognition procedure on Munson's handprinted data

ABS HUSSAIN ABS, GT TOUSSAINT GT, RW DONALDSON RW

Computer Science

Research output: Contribution to journal › Article › peer-review

Abstract

The number of black points in each of the 25 nonoverlapping square regions of a sizenormalized character matrix were used to recognize the 3822 uppercase handprinted alphabetic characters from J. H. Munson's multiauthor data set. The recognition accuracy obtained using a Bayes' classifier, which assumes statistically independent features, compares favorably with earlier results obtained. Included are results and a recommendation regarding system evaluation procedures.

Original language	English (US)
Pages (from-to)	201-205
Number of pages	5
Journal	IEEE Transactions on Computers
Volume	C-21
Issue number	2
DOIs	https://doi.org/10.1109/tc.1972.5008927
State	Published - 1972

ASJC Scopus subject areas

Software
Theoretical Computer Science
Hardware and Architecture
Computational Theory and Mathematics

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10.1109/tc.1972.5008927

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title = "Results obtained using a simple character recognition procedure on Munson's handprinted data",

abstract = "The number of black points in each of the 25 nonoverlapping square regions of a sizenormalized character matrix were used to recognize the 3822 uppercase handprinted alphabetic characters from J. H. Munson's multiauthor data set. The recognition accuracy obtained using a Bayes' classifier, which assumes statistically independent features, compares favorably with earlier results obtained. Included are results and a recommendation regarding system evaluation procedures.",

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year = "1972",

doi = "10.1109/tc.1972.5008927",

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Results obtained using a simple character recognition procedure on Munson's handprinted data

Abstract

ASJC Scopus subject areas

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