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Euro Banknote Recognition System for Blind People

Authors :
Guillermo Peris-Fajarnés
Mónica Chillarón Pérez
Ismael Lengua Lengua
Larisa Dunai
Source :
Sensors, Vol 17, Iss 1, p 184 (2017), Sensors; Volume 17; Issue 1; Pages: 184, Sensors (Basel, Switzerland), RiuNet. Repositorio Institucional de la Universitat Politécnica de Valéncia, instname
Publication Year :
2017
Publisher :
MDPI AG, 2017.

Abstract

[EN] 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.<br />The work was supported by the project from the Generalitat Valenciana under the number GV/2014/015-Emergency projects.

Details

Language :
English
ISSN :
14248220
Volume :
17
Issue :
1
Database :
OpenAIRE
Journal :
Sensors
Accession number :
edsair.doi.dedup.....7c08d16beef5ce601829d36ec3d1232d