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Authors: Sangwook Baek 1 ; Sanghun Lee 1 ; Euison Choi 2 ; Yoonkil Baek 2 and Chulhee Lee 1

Affiliations: 1 Yonsei University, Korea, Republic of ; 2 R&D Nautilus Hyosung Inc., Korea, Republic of

Keyword(s): Banknote Simulator, Soling Banknotes, Gaussian Model, Perlin Noise.

Related Ontology Subjects/Areas/Topics: Applications ; Computer Vision, Visualization and Computer Graphics ; Gaussian Processes ; Geometry and Modeling ; Image-Based Modeling ; Pattern Recognition ; Software Engineering ; Theory and Methods

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.

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Paper citation in several formats:
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 - ICPRAM; ISBN 978-989-758-222-6; ISSN 2184-4313, SciTePress, pages 289-292. DOI: 10.5220/0006112402890292

@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 - ICPRAM},
year={2017},
pages={289-292},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0006112402890292},
isbn={978-989-758-222-6},
issn={2184-4313},
}

TY - CONF

JO - Proceedings of the 6th International Conference on Pattern Recognition Applications and Methods - ICPRAM
TI - Banknote Simulator for Aging and Soiling Banknotes using Gaussian Models and Perlin Noise
SN - 978-989-758-222-6
IS - 2184-4313
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
PB - SciTePress

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