DocumentCode :
3008632
Title :
Design and implementation of automatic number plate recognition on android platform
Author :
Mutholib, Abdul ; Gunawan, Teddy Surya ; Kartiwi, Mira
Author_Institution :
ECE Dept., Int. Islamic Univ. Malaysia, Kuala Lumpur, Malaysia
fYear :
2012
fDate :
3-5 July 2012
Firstpage :
540
Lastpage :
543
Abstract :
Android platform has gained popularity in recent years in terms of market share and number of available applications. Android operating system is built on a modified Linux kernel with built-in services such as email, web browser, and map applications. In this paper, automatic number plate recognition (ANPR) was designed and implemented on Android mobile phone platform. First, the graphical user interface (GUI) for capturing image using built-in camera was developed to acquire car plate number in Malaysia. Second, the preprocessing of raw image was done using contrast enhancement, filtering, and straightening. Next, an optical character recognition (OCR) using neural network was utilized to extract texts and numbers. The proposed ANPR algorithm was implemented and simulated using Android SDK on a computer. The preliminary results showed that our system is able to recognize most of the plate characters by almost 88%. Future research includes optimizing the system for mobile phone implementation with limited CPU and memory resources, and geo-tagging of the image using GPS coordinates and online database for various mobile applications.
Keywords :
Global Positioning System; Linux; cameras; mobile handsets; optical character recognition; traffic engineering computing; ANPR; CPU; GPS coordinates; Linux kernel; Malaysia; Web browser; android SDK; android platform; automatic number plate recognition; built-in camera; built-in services; car plate number; contrast enhancement; email; filtering; geo-tagging; graphical user interface; map applications; mobile phone implementation; optical character recognition; Cameras; Character recognition; Licenses; Optical character recognition software; Smart phones; Vehicles; ANPR; android; mobile phone; number plate;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computer and Communication Engineering (ICCCE), 2012 International Conference on
Conference_Location :
Kuala Lumpur
Print_ISBN :
978-1-4673-0478-8
Type :
conf
DOI :
10.1109/ICCCE.2012.6271245
Filename :
6271245
Link To Document :
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