TY - GEN
T1 - Banknote simulator for aging and soiling banknotes using Gaussian models and Perlin noise
AU - Baek, Sangwook
AU - Lee, Sanghun
AU - Choi, Euison
AU - Baek, Yoonkil
AU - Lee, Chulhee
N1 - Publisher Copyright:
Copyright © 2017 by SCITEPRESS - Science and Technology Publications, Lda. All rights reserved.
Copyright:
Copyright 2020 Elsevier B.V., All rights reserved.
PY - 2017
Y1 - 2017
N2 - In this paper, we propose a banknote simulator that generates aged and soiled banknotes. By analyzing the characteristics of circulating banknotes, we developed Gaussian brightness models for gray level changes of circulating banknotes. In addition, the Perlin noise model was used to simulate soiling. The proposed algorithm was tested using US Dollars (USD) and the experimental results show that the proposed method effectively simulated soiled banknote images from new banknote images.
AB - In this paper, we propose a banknote simulator that generates aged and soiled banknotes. By analyzing the characteristics of circulating banknotes, we developed Gaussian brightness models for gray level changes of circulating banknotes. In addition, the Perlin noise model was used to simulate soiling. The proposed algorithm was tested using US Dollars (USD) and the experimental results show that the proposed method effectively simulated soiled banknote images from new banknote images.
UR - http://www.scopus.com/inward/record.url?scp=85049466116&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85049466116&partnerID=8YFLogxK
U2 - 10.5220/0006112402890292
DO - 10.5220/0006112402890292
M3 - Conference contribution
AN - SCOPUS:85049466116
T3 - ICPRAM 2017 - Proceedings of the 6th International Conference on Pattern Recognition Applications and Methods
SP - 289
EP - 292
BT - ICPRAM 2017 - Proceedings of the 6th International Conference on Pattern Recognition Applications and Methods
A2 - De Marsico, Maria De
A2 - di Baja, Gabriella Sanniti
A2 - Fred, Ana
PB - SciTePress
T2 - 6th International Conference on Pattern Recognition Applications and Methods, ICPRAM 2017
Y2 - 24 February 2017 through 26 February 2017
ER -