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Recognition on handwritten digits based on their topological and morphological properties

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (1998) 1451 516-523
DOI: 10.1007/bfb0033274
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Abstract

This paper presents a system for off-line handwritten numeral recognition based on topological properties of the digits. The first step in recognition algorithm is graph evaluation, obtained from the RLC of the digit. the second is measuring the geometrical properties of the elements of the graph and classification based on that measures. Algorithm was trained and tested on CEDAR database and it achieved correct recognition rate of 99,74%.

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APA

Delevski, V., & Stankovic, S. (1998). Recognition on handwritten digits based on their topological and morphological properties. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Vol. 1451, pp. 516–523). Springer Verlag. https://doi.org/10.1007/bfb0033274

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