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2003, Individuality of numerals (2003)
| Venue: | Proc. of 7th ICDAR |
| Citations: | 5 - 2 self |
BibTeX
@INPROCEEDINGS{Srihari032003,individuality,
author = {Sargur N. Srihari and Catalin Tomai and Sangjik Lee and Bin Zhang},
title = {2003, Individuality of numerals},
booktitle = {Proc. of 7th ICDAR},
year = {2003},
pages = {1096--1100},
publisher = {IEEE Computer Society}
}
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Abstract
The analysis of handwritten documents from the viewpoint of determining their authorship has great bearing on the criminal justice system. In many cases, only a limited amount of handwriting is available and sometimes it consists of only numerals. Using a large number of handwritten numeral images extracted from about 3000 samples written by 1000 writers, a study of the individuality of numerals for identification/verification purposes was conducted. We have studied the individuality of numerals using clusterization and measured the numerals discriminability for verification purposes. The study shows that some numerals present a higher discriminatory power and that their performances for the verification/identification tasks are very different. 1.
