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Automatic Vehicle Identification System Using License Plate

Daramola, S. A. and Adetiba, E. and Adoghe, A. U. and Badejo, J. A. and Samuel, I. A. and Fagorusi, T. (2011) Automatic Vehicle Identification System Using License Plate. International Journal of Engineering Science and Technology (IJEST), 3 (2). pp. 1712-1719. ISSN 0975-5462

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This paper presents a new approach for development of an Automatic Vehicle Identification System (A VIS). The proposed system can be divided into three major modules; they are vehicle image preprocessing, license plate feature extraction and classification algorithm based on Hidden Markov Model (HMM). Experiment has been conducted to demonstrate the effectiveness of the proposed system. The proposed system is tested using Nigeria vehicle license plates. Recognition rate of 98% is obtained; the result is superior in comparison with the results obtained from previous systems

Item Type: Article
Uncontrolled Keywords: License plate, Vehicle image, Feature Extraction, Hidden Markov Model
Subjects: Q Science > Q Science (General)
Q Science > QA Mathematics
Q Science > QA Mathematics > QA75 Electronic computers. Computer science
Divisions: Faculty of Engineering, Science and Mathematics > School of Electronics and Computer Science
Depositing User: Mrs Hannah Akinwumi
Date Deposited: 23 Mar 2015 14:45
Last Modified: 23 Mar 2015 14:45

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