Nia, Hossein Farid Ghassem and Hu, Huosheng (2014) Vision-based precise cash counting in ATM machines. In: 2014 IEEE International Conference on Mechatronics and Automation (ICMA), 2014-08-03 - 2014-08-06.
Nia, Hossein Farid Ghassem and Hu, Huosheng (2014) Vision-based precise cash counting in ATM machines. In: 2014 IEEE International Conference on Mechatronics and Automation (ICMA), 2014-08-03 - 2014-08-06.
Nia, Hossein Farid Ghassem and Hu, Huosheng (2014) Vision-based precise cash counting in ATM machines. In: 2014 IEEE International Conference on Mechatronics and Automation (ICMA), 2014-08-03 - 2014-08-06.
Abstract
The demand to use ATM machines has increased tremendously worldwide during the last decade. Traditional cash counting in ATM machines is based on the mechanical mechanism that is in touch with cash and may cause some damages from time to time. This paper proposes a novel visual based counting technology for cash counting in ATM machines. To achieve precise counting, intelligent decision making algorithms are deployed to evaluate the counting performance so that the machine will not produce incorrect counts. The experimental results showed that the proposed method can eliminate false positive counts effectively. © 2014 IEEE.
| Item Type: | Conference or Workshop Item (Paper) |
|---|---|
| Additional Information: | Published proceedings: 2014 IEEE International Conference on Mechatronics and Automation, IEEE ICMA 2014 |
| Uncontrolled Keywords: | Vision-based cash counting; Decision making; ATM machines |
| Subjects: | Q Science > QA Mathematics > QA75 Electronic computers. Computer science |
| Divisions: | Faculty of Science and Health Faculty of Science and Health > Computer Science and Electronic Engineering, School of |
| SWORD Depositor: | Unnamed user with email elements@essex.ac.uk |
| Depositing User: | Unnamed user with email elements@essex.ac.uk |
| Date Deposited: | 21 Jul 2015 11:33 |
| Last Modified: | 30 Oct 2024 16:51 |
| URI: | http://repository.essex.ac.uk/id/eprint/14313 |