Malaysian vehicle license plate recognition
Vehicle license plate recognition is an image-processing technology used to identify vehicles by their license plates. This technology can be used in various security and traffic applications, such as finding stolen cars, controlling access to car parks and gathering traffic flow statistics. In this...
| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
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Zarqa University
2007
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| Online Access: | http://irep.iium.edu.my/23634/ http://irep.iium.edu.my/23634/1/malaysia_Vehicle.pdf |
| _version_ | 1848779187189448704 |
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| author | Khalifa, Othman Omran Khan, Sheroz Islam, Md. Rafiqul Suleiman, Ahmad |
| author_facet | Khalifa, Othman Omran Khan, Sheroz Islam, Md. Rafiqul Suleiman, Ahmad |
| author_sort | Khalifa, Othman Omran |
| building | IIUM Repository |
| collection | Online Access |
| description | Vehicle license plate recognition is an image-processing technology used to identify vehicles by their license plates. This technology can be used in various security and traffic applications, such as finding stolen cars, controlling access to car parks and gathering traffic flow statistics. In this paper an approach to license plate localization and recognition is presented. A proposed method to perform recognition of license plates under any environmental conditions, with no assumptions about the orientation of the plate or its distance from the camera is designed. To solve the problem of localization of a license plate, a simple texture-based approach based on edge information is used. Segmentation of characters is performed by using connected components analysis on license plate’s image, and a simple multi-layer Perceptron neural network is used to recognize them. Simulation results were shown to be an efficient method for real time plate recognition. |
| first_indexed | 2025-11-14T15:13:47Z |
| format | Article |
| id | iium-23634 |
| institution | International Islamic University Malaysia |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-14T15:13:47Z |
| publishDate | 2007 |
| publisher | Zarqa University |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | iium-236342013-07-22T05:07:26Z http://irep.iium.edu.my/23634/ Malaysian vehicle license plate recognition Khalifa, Othman Omran Khan, Sheroz Islam, Md. Rafiqul Suleiman, Ahmad Q Science (General) Vehicle license plate recognition is an image-processing technology used to identify vehicles by their license plates. This technology can be used in various security and traffic applications, such as finding stolen cars, controlling access to car parks and gathering traffic flow statistics. In this paper an approach to license plate localization and recognition is presented. A proposed method to perform recognition of license plates under any environmental conditions, with no assumptions about the orientation of the plate or its distance from the camera is designed. To solve the problem of localization of a license plate, a simple texture-based approach based on edge information is used. Segmentation of characters is performed by using connected components analysis on license plate’s image, and a simple multi-layer Perceptron neural network is used to recognize them. Simulation results were shown to be an efficient method for real time plate recognition. Zarqa University 2007 Article PeerReviewed application/pdf en http://irep.iium.edu.my/23634/1/malaysia_Vehicle.pdf Khalifa, Othman Omran and Khan, Sheroz and Islam, Md. Rafiqul and Suleiman, Ahmad (2007) Malaysian vehicle license plate recognition. The International Arab Journal of Information Technology, 4 (4). pp. 359-364. ISSN 1683-3198 http://www.ccis2k.org/iajit/index.php?option=com_content&task=view&id=185&Itemid=274 |
| spellingShingle | Q Science (General) Khalifa, Othman Omran Khan, Sheroz Islam, Md. Rafiqul Suleiman, Ahmad Malaysian vehicle license plate recognition |
| title | Malaysian vehicle license plate recognition |
| title_full | Malaysian vehicle license plate recognition |
| title_fullStr | Malaysian vehicle license plate recognition |
| title_full_unstemmed | Malaysian vehicle license plate recognition |
| title_short | Malaysian vehicle license plate recognition |
| title_sort | malaysian vehicle license plate recognition |
| topic | Q Science (General) |
| url | http://irep.iium.edu.my/23634/ http://irep.iium.edu.my/23634/ http://irep.iium.edu.my/23634/1/malaysia_Vehicle.pdf |