Open access Jurnal SINTA 1
Development of portable automatic number plate recognition (ANPR) system on Raspberry Pi
International Journal of Electrical and Computer Engineering (IJECE) · Vol. 9 No. 3 (2019)
- ISSN
- 2088-8708, 2088-8708
- Published
- 2019-06-01
- Publisher
- Institute of Advanced Engineering and Science
Abstract
ANPR system is used in automating access control and security such as identifying stolen cars in real time by installing it to police patrol cars, and detecting vehicles that are overspeeding on highways. However, this technology is still relatively expensive; in November 2014, the Royal Malaysian Police (PDRM) purchased and installed 20 units of ANPR systems in their patrol vehicles costing nearly RM 30 million. In this paper a cheaper alternative of a portable ANPR system running on a Raspberry Pi with OpenCV library is presented. Once the camera captures an image, image desaturation, filtering, segmentation and character recognition is all done on the Raspberry Pi before the extracted number plate is displayed on the LCD and saved to a database. The main challenges in a portable application include crucial need of an efficient code and reduced computational complexity while offering improved flexibility. The performance time is also presented, where the whole process is run with a noticeable 3 seconds delay in getting the final output.
Collaboration network of the authors
23 authors · 67 co-authorship links · 9 across different organisations
Hover or tap a name to highlight its co-authors. Double-click to open the author's page.
- Universiti Teknikal Malaysia Melaka
- Rabdan Academy
- Binus University
- Different organisations
- Same organisation
- Affiliation unknown
- Thicker line = more joint articles · bigger circle = more articles
Show as table
| Co-author | Organisation | Joint articles |
|---|---|---|
| Keshu Fen | Universiti Teknikal Malaysia Melaka | 4 |
| Ahmad Fauzan Kadmin | Universiti Teknikal Malaysia Melaka | 2 |
| Nurulfajar Bin Abd Manap | Universiti Teknikal Malaysia Melaka | 1 |
| Mohd Saad | Universiti Teknikal Malaysia Melaka | 1 |
| Nadzrie Nadzrie | Universiti Teknikal Malaysia Melaka | 1 |
| Tg. Mohd Faisal | Universiti Teknikal Malaysia Melaka | 1 |
| Siti Asma Che Aziz | Universiti Teknikal Malaysia Melaka | 1 |
| N. Rahim | Universiti Teknikal Malaysia Melaka | 1 |
| Wan Haszerila Wan Hassan | Universiti Teknikal Malaysia Melaka | 1 |
| I. F. A. Aziz | Universiti Teknikal Malaysia Melaka | 1 |
| Mohd Saad Hamid | Universiti Teknikal Malaysia Melaka | 1 |
| Melvin Gan Yeou Wei | Universiti Teknikal Malaysia Melaka | 1 |
| Nik Syahrim Nik Anwar | Universiti Teknikal Malaysia Melaka | 1 |
| Jamil Abedalrahim Jamil Alsayaydeh | Universiti Teknikal Malaysia Melaka | 1 |
| Mohd Faizal Yusof | Rabdan Academy | 1 |
| Mithilanandini S. Magenthiran | Universiti Teknikal Malaysia Melaka | 1 |
| Izadora Binti Mustaffa | Universiti Teknikal Malaysia Melaka | 1 |
| Safarudin Gazali Herawan | Binus University | 1 |
Affiliations come from OpenAlex; journal OAI-PMH metadata carries none. Authors without an OpenAlex ID are matched by name, which can merge or split people.