Euro Banknote Recognition System for Blind People

被引:25
作者
Dunai Dunai, Larisa [1 ]
Chillaron Perez, Monica [2 ]
Peris-Fajarnes, Guillermo [1 ]
Lengua Lengua, Ismael [1 ]
机构
[1] Univ Politecn Valencia, Res Ctr Graph Technol, Camino Vera S-N,5L, E-46022 Valencia, Spain
[2] Univ Politecn Valencia, Dept DSIC, E-46022 Valencia, Spain
关键词
blindness; image processing; object detection; object recognition; banknote currency;
D O I
10.3390/s17010184
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
This paper presents the development of a portable system with the aim of allowing blind people to detect and recognize Euro banknotes. The developed device is based on a Raspberry Pi electronic instrument and a Raspberry Pi camera, Pi NoIR (No Infrared filter) dotted with additional infrared light, which is embedded into a pair of sunglasses that permit blind and visually impaired people to independently handle Euro banknotes, especially when receiving their cash back when shopping. The banknote detection is based on the modified Viola and Jones algorithms, while the banknote value recognition relies on the Speed Up Robust Features (SURF) technique. The accuracies of banknote detection and banknote value recognition are 84% and 97.5%, respectively.
引用
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页数:14
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