Design of automatic number plate recognition on android smartphone platform

Automatic Number Plate Recognition (ANPR) is an intelligent system which has the capability to recognize the character on vehicle number plate. It is a combination of hardware and software designed to offer the optimum reliability. Since the past decades, many researchers have been proposed to rec...

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Main Authors: Gunawan, Teddy Surya, Mutholib, Abdul, Kartiwi, Mira
Format: Article
Language:English
English
Published: Institute of Advanced Engineering and Science 2017
Subjects:
Online Access:http://irep.iium.edu.my/56227/1/Design%20ANPR%20on%20Android_Gunawan2016v3.pdf
http://irep.iium.edu.my/56227/7/56227_design%20of%20automatic%20plate_scopus.pdf
http://irep.iium.edu.my/56227/
http://iaesjournal.com/online//index.php/IJEECS/article/view/13558/0
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spelling my.iium.irep.562272017-04-17T00:15:29Z http://irep.iium.edu.my/56227/ Design of automatic number plate recognition on android smartphone platform Gunawan, Teddy Surya Mutholib, Abdul Kartiwi, Mira TK Electrical engineering. Electronics Nuclear engineering Automatic Number Plate Recognition (ANPR) is an intelligent system which has the capability to recognize the character on vehicle number plate. It is a combination of hardware and software designed to offer the optimum reliability. Since the past decades, many researchers have been proposed to recognize the vehicle number plate and implemented it in various access control, law enforcement and security, including parking management system, toll gate access, border access, tracking of stolen vehicles and traffic violations (speed trap, illegal parking, etc). However, previous researches implemented ANPR system on personal computer (PC) with high resolution camera and high computational capability. On the other hand, not many researches have been conducted on the design of ANPR in Android smartphone platform which has limited camera resolution and limited computational power. The main challenges of implementation ANPR algorithm on smartphone are higher coding efficiency, lower computational complexity, and higher the scalability. The objectives of this research is to design ANPR on Android smartphone, including graphical user interface (GUI) design, process design, and database design. First, a comprehensive survey on the pre-processing, segmentation, and optical character recognition is conducted. Secondly, proposed system development and algorithm implementation is explained in more details. Results show that our proposed design can be implemented effectively in Android smartphone platform. Institute of Advanced Engineering and Science 2017-01 Article REM application/pdf en http://irep.iium.edu.my/56227/1/Design%20ANPR%20on%20Android_Gunawan2016v3.pdf application/pdf en http://irep.iium.edu.my/56227/7/56227_design%20of%20automatic%20plate_scopus.pdf Gunawan, Teddy Surya and Mutholib, Abdul and Kartiwi, Mira (2017) Design of automatic number plate recognition on android smartphone platform. Indonesian Journal of Electrical Engineering and Computer Science, 5 (1). pp. 99-108. ISSN 2502-4752 http://iaesjournal.com/online//index.php/IJEECS/article/view/13558/0
institution Universiti Islam Antarabangsa Malaysia
building IIUM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider International Islamic University Malaysia
content_source IIUM Repository (IREP)
url_provider http://irep.iium.edu.my/
language English
English
topic TK Electrical engineering. Electronics Nuclear engineering
spellingShingle TK Electrical engineering. Electronics Nuclear engineering
Gunawan, Teddy Surya
Mutholib, Abdul
Kartiwi, Mira
Design of automatic number plate recognition on android smartphone platform
description Automatic Number Plate Recognition (ANPR) is an intelligent system which has the capability to recognize the character on vehicle number plate. It is a combination of hardware and software designed to offer the optimum reliability. Since the past decades, many researchers have been proposed to recognize the vehicle number plate and implemented it in various access control, law enforcement and security, including parking management system, toll gate access, border access, tracking of stolen vehicles and traffic violations (speed trap, illegal parking, etc). However, previous researches implemented ANPR system on personal computer (PC) with high resolution camera and high computational capability. On the other hand, not many researches have been conducted on the design of ANPR in Android smartphone platform which has limited camera resolution and limited computational power. The main challenges of implementation ANPR algorithm on smartphone are higher coding efficiency, lower computational complexity, and higher the scalability. The objectives of this research is to design ANPR on Android smartphone, including graphical user interface (GUI) design, process design, and database design. First, a comprehensive survey on the pre-processing, segmentation, and optical character recognition is conducted. Secondly, proposed system development and algorithm implementation is explained in more details. Results show that our proposed design can be implemented effectively in Android smartphone platform.
format Article
author Gunawan, Teddy Surya
Mutholib, Abdul
Kartiwi, Mira
author_facet Gunawan, Teddy Surya
Mutholib, Abdul
Kartiwi, Mira
author_sort Gunawan, Teddy Surya
title Design of automatic number plate recognition on android smartphone platform
title_short Design of automatic number plate recognition on android smartphone platform
title_full Design of automatic number plate recognition on android smartphone platform
title_fullStr Design of automatic number plate recognition on android smartphone platform
title_full_unstemmed Design of automatic number plate recognition on android smartphone platform
title_sort design of automatic number plate recognition on android smartphone platform
publisher Institute of Advanced Engineering and Science
publishDate 2017
url http://irep.iium.edu.my/56227/1/Design%20ANPR%20on%20Android_Gunawan2016v3.pdf
http://irep.iium.edu.my/56227/7/56227_design%20of%20automatic%20plate_scopus.pdf
http://irep.iium.edu.my/56227/
http://iaesjournal.com/online//index.php/IJEECS/article/view/13558/0
_version_ 1643614877910040576
score 13.160551