TY - GEN
T1 - Fake banknote detection using multispectral images
AU - Kang, K.
AU - Lee, C.
N1 - Publisher Copyright:
© 2016 IEEE.
Copyright:
Copyright 2017 Elsevier B.V., All rights reserved.
PY - 2016/12/14
Y1 - 2016/12/14
N2 - With advancement of sensor technologies, it is now possible to manufacture cost-effective multispectral sensors for ATM (automatic teller machine). Using multispectral images, one can better cope with counterfeit banknote problems. In this paper, we propose a counterfeit banknote detection using multispectral images in visual and infrared spectrum. In the proposed method, we divided a banknote into a number of blocks and extracted features from the blocks. To reduce processing time for real-time applications, we applied block selection algorithms. Since ATMs have a limited computing power, we used linear and quadratic classifiers. Experimental results show promising results.
AB - With advancement of sensor technologies, it is now possible to manufacture cost-effective multispectral sensors for ATM (automatic teller machine). Using multispectral images, one can better cope with counterfeit banknote problems. In this paper, we propose a counterfeit banknote detection using multispectral images in visual and infrared spectrum. In the proposed method, we divided a banknote into a number of blocks and extracted features from the blocks. To reduce processing time for real-time applications, we applied block selection algorithms. Since ATMs have a limited computing power, we used linear and quadratic classifiers. Experimental results show promising results.
UR - http://www.scopus.com/inward/record.url?scp=85013155780&partnerID=8YFLogxK
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U2 - 10.1109/IISA.2016.7785338
DO - 10.1109/IISA.2016.7785338
M3 - Conference contribution
AN - SCOPUS:85013155780
T3 - IISA 2016 - 7th International Conference on Information, Intelligence, Systems and Applications
BT - IISA 2016 - 7th International Conference on Information, Intelligence, Systems and Applications
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 7th International Conference on Information, Intelligence, Systems and Applications, IISA 2016
Y2 - 13 July 2016 through 15 July 2016
ER -