Banknote Simulator for Aging and Soiling Banknotes using Gaussian Models and Perlin Noise

Sangwook Baek, Sanghun Lee, Euison Choi, Yoonkil Baek, Chulhee Lee

Abstract

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.

References

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  2. Bartz, W. J., Crane, T. T., 2006. Circulation simulator method for evaluating bank note and optical feature durability. In Proc. of SPIE-IS&T Electronic Imaging, 6075:607505.
  3. Perlin, K., 1985. An Image Synthesizer. In ACM Siggraph Computer Graphics, 19:287-296.
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Paper Citation


in Harvard Style

Baek S., Lee S., Choi E., Baek Y. and Lee C. (2017). Banknote Simulator for Aging and Soiling Banknotes using Gaussian Models and Perlin Noise . In Proceedings of the 6th International Conference on Pattern Recognition Applications and Methods - Volume 1: ICPRAM, ISBN 978-989-758-222-6, pages 289-292. DOI: 10.5220/0006112402890292


in Bibtex Style

@conference{icpram17,
author={Sangwook Baek and Sanghun Lee and Euison Choi and Yoonkil Baek and Chulhee Lee},
title={Banknote Simulator for Aging and Soiling Banknotes using Gaussian Models and Perlin Noise},
booktitle={Proceedings of the 6th International Conference on Pattern Recognition Applications and Methods - Volume 1: ICPRAM,},
year={2017},
pages={289-292},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0006112402890292},
isbn={978-989-758-222-6},
}


in EndNote Style

TY - CONF
JO - Proceedings of the 6th International Conference on Pattern Recognition Applications and Methods - Volume 1: ICPRAM,
TI - Banknote Simulator for Aging and Soiling Banknotes using Gaussian Models and Perlin Noise
SN - 978-989-758-222-6
AU - Baek S.
AU - Lee S.
AU - Choi E.
AU - Baek Y.
AU - Lee C.
PY - 2017
SP - 289
EP - 292
DO - 10.5220/0006112402890292