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Seventh International Conference on Document Analysis and Recognition (ICDAR'03) - Volume 2
Individuality of Numerals
Edinburgh, Scotland
August 03-August 06
ISBN: 0-7695-1960-1
Sargur N. Srihari, Center of Excellence for Document Analysis and Recognition (CEDAR)
Catalin I. Tomai, Center of Excellence for Document Analysis and Recognition (CEDAR)
Bin Zhang, Center of Excellence for Document Analysis and Recognition (CEDAR)
Sangjik Lee, Center of Excellence for Document Analysis and Recognition (CEDAR)
The analysis of handwritten documents from the view-point of determining their writership 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. The individuality of numerals was studied using cluster analysis. Numerals discriminability was measured for writer verification. The study shows that some numerals present a higher discriminatory power and that their performances for the verification/identification tasks are very different.
Citation:
Sargur N. Srihari, Catalin I. Tomai, Bin Zhang, Sangjik Lee, "Individuality of Numerals," icdar, vol. 2, pp.1096, Seventh International Conference on Document Analysis and Recognition (ICDAR'03) - Volume 2, 2003
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