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.
|Title of host publication||ICPRAM 2017 - Proceedings of the 6th International Conference on Pattern Recognition Applications and Methods|
|Editors||Maria De De Marsico, Gabriella Sanniti di Baja, Ana Fred|
|Number of pages||4|
|Publication status||Published - 2017|
|Event||6th International Conference on Pattern Recognition Applications and Methods, ICPRAM 2017 - Porto, Portugal|
Duration: 2017 Feb 24 → 2017 Feb 26
|Name||ICPRAM 2017 - Proceedings of the 6th International Conference on Pattern Recognition Applications and Methods|
|Other||6th International Conference on Pattern Recognition Applications and Methods, ICPRAM 2017|
|Period||17/2/24 → 17/2/26|
Bibliographical notePublisher Copyright:
Copyright © 2017 by SCITEPRESS - Science and Technology Publications, Lda. All rights reserved.
All Science Journal Classification (ASJC) codes
- Computer Vision and Pattern Recognition