DocumentCode :
2317622
Title :
Paper money number recognition based on intersection change
Author :
Shao, Ke-Yong ; Gao, Yang ; Wang, Na ; Zhang, Hong-Yan ; Li, Fei ; Li, Wen-Cheng
Author_Institution :
Sch. of Electr. & Inf. Eng., Northeast Pet. Univ., Daqing, China
fYear :
2010
fDate :
25-27 Aug. 2010
Firstpage :
533
Lastpage :
536
Abstract :
In reality, the paper money number recognition is significant, which can effectively prevent the illegal trade of paper money. First, this paper makes pretreatment to the paper money, and then for the rapidity and accuracy requirements, a new identification method is presented which based on intersection change and the distance difference between the two points of the character on the special location. By the intersection changes between character and horizontal line judge whether there arc. On the special line of intersection change, calculate the distance difference between two points from left to right, comparing with the setting threshold, to determine open arc or closed arc. Finally, some character could be distinguished by the opening direction of the open arc. In this method, the location of difference value is confirmed through the programming which adapts various circumstances, so the adaptability is very high. And as classification features is less, then computing is low. Therefore, this identification system owns the quick and accurate feature, and the accuracy reaches to 97.5%.
Keywords :
character recognition; finance; image classification; classification feature; closed arc; distance difference; identification system; illegal trade; intersection change; open arc; paper money number recognition; setting threshold; Accuracy; Character recognition; Educational institutions; Feature extraction; Image segmentation; Petroleum; Pixel;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Advanced Computational Intelligence (IWACI), 2010 Third International Workshop on
Conference_Location :
Suzhou, Jiangsu
Print_ISBN :
978-1-4244-6334-3
Type :
conf
DOI :
10.1109/IWACI.2010.5585167
Filename :
5585167
Link To Document :
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