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Recognition of Mexican banknotes via their color and texture features

Authors :
García-Lamont, Farid
Cervantes, Jair
López, Asdrúbal
Source :
Expert Systems with Applications. Aug2012, Vol. 39 Issue 10, p9651-9660. 10p.
Publication Year :
2012

Abstract

Abstract: In this paper it is introduced a recognition method for Mexican banknotes by using artificial vision. It is shown that the Mexican banknotes can be classified by extracting their color and texture features, with the RGB space and the Local Binary Patterns, respectively. We show the classification results performed with the current Mexican banknotes. We state that the proposed method can be applied to recognize banknotes of other countries which employ colors to distinguish the denominations. [Copyright &y& Elsevier]

Details

Language :
English
ISSN :
09574174
Volume :
39
Issue :
10
Database :
Academic Search Index
Journal :
Expert Systems with Applications
Publication Type :
Academic Journal
Accession number :
73966294
Full Text :
https://doi.org/10.1016/j.eswa.2012.02.132