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.
| Original language | English |
|---|---|
| Title of host publication | ICPRAM 2017 - Proceedings of the 6th International Conference on Pattern Recognition Applications and Methods |
| Publisher | SciTePress |
| Pages | 289-292 |
| Number of pages | 4 |
| Volume | 2017-January |
| ISBN (Electronic) | 9789897582226 |
| Publication status | Published - 2017 Jan 1 |
| Event | 6th International Conference on Pattern Recognition Applications and Methods, ICPRAM 2017 - Porto, Portugal Duration: 2017 Feb 24 → 2017 Feb 26 |
Other
| Other | 6th International Conference on Pattern Recognition Applications and Methods, ICPRAM 2017 |
|---|---|
| Country | Portugal |
| City | Porto |
| Period | 17/2/24 → 17/2/26 |
Fingerprint
All Science Journal Classification (ASJC) codes
- Computer Vision and Pattern Recognition
Cite this
}
Banknote simulator for aging and soiling banknotes using Gaussian models and Perlin noise. / Baek, Sangwook; Lee, Sanghun; Choi, Euison; Baek, Yoonkil; Lee, Chulhee.
ICPRAM 2017 - Proceedings of the 6th International Conference on Pattern Recognition Applications and Methods. Vol. 2017-January SciTePress, 2017. p. 289-292.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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
PY - 2017/1/1
Y1 - 2017/1/1
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
M3 - Conference contribution
AN - SCOPUS:85049466116
VL - 2017-January
SP - 289
EP - 292
BT - ICPRAM 2017 - Proceedings of the 6th International Conference on Pattern Recognition Applications and Methods
PB - SciTePress
ER -