International Journal of Electrical and Computer Engineering
Vol 9, No 3: June 2019

Development of portable automatic number plate recognition (ANPR) system on Raspberry Pi

S. Fakhar A. G (Universiti Teknikal Malaysia Melaka (UTeM))
M. Saad H (Universiti Teknikal Malaysia Melaka (UTeM))
A. Fauzan K (Universiti Teknikal Malaysia Melaka (UTeM))
R. Affendi H. (Universiti Teknikal Malaysia Melaka (UTeM))
M. Aidil A. (Universiti Teknikal Malaysia Melaka (UTeM))



Article Info

Publish Date
01 Jun 2019

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.

Copyrights © 2019






Journal Info

Abbrev

IJECE

Publisher

Subject

Computer Science & IT Electrical & Electronics Engineering

Description

International Journal of Electrical and Computer Engineering (IJECE, ISSN: 2088-8708, a SCOPUS indexed Journal, SNIP: 1.001; SJR: 0.296; CiteScore: 0.99; SJR & CiteScore Q2 on both of the Electrical & Electronics Engineering, and Computer Science) is the official publication of the Institute of ...