Paper money number recognition based on intersection change

Ke-Yong Shao, Yang Gao, Na Wang, Hongyan Zhang, Fei Li, Wen-Cheng Li
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引用次数: 5

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%.
基于交叉口变化的纸币号码识别
在现实中,纸币号码识别具有重要意义,可以有效防止纸币非法交易。首先对纸币进行预处理,然后从快速性和准确性的要求出发,提出了一种基于字符在特定位置上的交点变化和两点距离差的识别方法。通过字符与水平线的交点变化判断是否存在圆弧。在交点变化的特殊线上,计算两点从左到右的距离差,与设置的阈值进行比较,确定开弧还是闭弧。最后,通过开口弧的开口方向可以区分出一些特征。该方法通过可适应各种情况的编程来确定差值的位置,具有很高的适应性。分类特征越少,计算量就越低。因此,该识别系统具有快速准确的特点,准确率达到97.5%。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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