Design and implementation of automatic number plate recognition on android platform
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 recognitio...
| Main Authors: | , , |
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| Format: | Proceeding Paper |
| Language: | English |
| Published: |
2012
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| Subjects: | |
| Online Access: | http://irep.iium.edu.my/27189/ http://irep.iium.edu.my/27189/1/Abdul1274_ANPR_Android_v2.pdf |
| _version_ | 1848779777253572608 |
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| author | Mutholib, Abdul Gunawan, Teddy Surya Kartiwi, Mira |
| author_facet | Mutholib, Abdul Gunawan, Teddy Surya Kartiwi, Mira |
| author_sort | Mutholib, Abdul |
| building | IIUM Repository |
| collection | Online Access |
| description | 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. |
| first_indexed | 2025-11-14T15:23:10Z |
| format | Proceeding Paper |
| id | iium-27189 |
| institution | International Islamic University Malaysia |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-14T15:23:10Z |
| publishDate | 2012 |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | iium-271892012-12-04T06:43:03Z http://irep.iium.edu.my/27189/ Design and implementation of automatic number plate recognition on android platform Mutholib, Abdul Gunawan, Teddy Surya Kartiwi, Mira TA Engineering (General). Civil engineering (General) 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. 2012-07-03 Proceeding Paper PeerReviewed application/pdf en http://irep.iium.edu.my/27189/1/Abdul1274_ANPR_Android_v2.pdf Mutholib, Abdul and Gunawan, Teddy Surya and Kartiwi, Mira (2012) Design and implementation of automatic number plate recognition on android platform. In: International Conference on Computer and Communication Engineering (ICCCE 2012), 3-5 July 2012, Seri Pacific Hotel Kuala Lumpur. http://www.iium.edu.my/iccce/12/ |
| spellingShingle | TA Engineering (General). Civil engineering (General) Mutholib, Abdul Gunawan, Teddy Surya Kartiwi, Mira Design and implementation of automatic number plate recognition on android platform |
| title | Design and implementation of automatic number plate recognition on android platform |
| title_full | Design and implementation of automatic number plate recognition on android platform |
| title_fullStr | Design and implementation of automatic number plate recognition on android platform |
| title_full_unstemmed | Design and implementation of automatic number plate recognition on android platform |
| title_short | Design and implementation of automatic number plate recognition on android platform |
| title_sort | design and implementation of automatic number plate recognition on android platform |
| topic | TA Engineering (General). Civil engineering (General) |
| url | http://irep.iium.edu.my/27189/ http://irep.iium.edu.my/27189/ http://irep.iium.edu.my/27189/1/Abdul1274_ANPR_Android_v2.pdf |