视障人士货币识别系统:以埃及纸币为研究案例

N. Semary, Sondos M. Fadl, Magda S. Essa, Ahmed F. Gad
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引用次数: 30

摘要

视障人士面临的最重要的问题之一是识别货币,特别是纸币。本文介绍了一种应用于埃及纸币的简易系统货币识别系统。我们提出的系统是基于简单的图像处理工具,以确保执行过程尽可能快速和稳健。在我们提出的系统中使用的基本技术包括图像前景分割,直方图增强,感兴趣区域(ROI)提取,最后基于捕获图像和我们的数据集之间的相互关系进行模板匹配。实验结果表明,该方法对埃及纸币的识别准确率达到89%,识别时间短。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Currency recognition system for visually impaired: Egyptian banknote as a study case
One of the most important problems facing visual impaired people is money recognition especially for paper currency. In this paper we present a simple system currency recognition system applied on Egyptian banknote. Our proposed system is based on simple image processing utilities that insure performing the process as fast and robust as possible. The basic techniques utilized in our proposed system include image foreground segmentation, histogram enhancement, region of interest (ROI) extraction and finally template matching based on the cross-correlation between the captured image and our data set. The experimental results demonstrate that the proposed method can recognize Egyptian paper money with high quality reaches 89% and short time.
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