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Saudi License Plate Recognition Algorithm Based on Support Vector Machine 被引量：2

Saudi License Plate Recognition Algorithm Based on Support Vector Machine
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摘要 -License plate recognition （LPR） is an image processing technology that is used to identify vehicles by their license plates. This paper presents a license plate recognition algorithm for Saudi car plates based on the support vector machine （SVM） algorithm. The new algorithm is efficient in recognizing the vehicles from the Arabic part of the plate. The performance of the system has been investigated and analyzed. The recognition accuracy of the algorithm is about 93.3%. -License plate recognition （LPR） is an image processing technology that is used to identify vehicles by their license plates. This paper presents a license plate recognition algorithm for Saudi car plates based on the support vector machine （SVM） algorithm. The new algorithm is efficient in recognizing the vehicles from the Arabic part of the plate. The performance of the system has been investigated and analyzed. The recognition accuracy of the algorithm is about 93.3%.
作者 Khaled Suwais Rana Al-Otaibi Ali Alshahrani
机构地区 the Faculty of Computer Studies the Computer and Electronics Research Institute
出处 《Journal of Electronic Science and Technology》 CAS 2013年第4期424-428,共5页 电子科技学刊（英文版）
关键词 Image processing license platesrecognition systems support vector machine. Image processing, license platesrecognition systems, support vector machine.
分类号 TP391.41 [自动化与计算机技术—计算机应用技术] TP181 [自动化与计算机技术—控制理论与控制工程]
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参考文献7

  • 1A. Akoum, B. Daya, and E Chauvet, "Two neural networks for license number plates recognition," Journal of Theoretical and Applied lnformation Technology, vol. 12, no. 1, pp. 25-32, 2010.
  • 2M. I. E1-Adawy, H. Keshk, and M. Haragi, "Automated license plate recognition," in Proc. of the 3rd Saudi Technical Conf. and Exhibition, Riyadh, 2004, pp. 1-6.
  • 3W. A. Faqheri and S. Mashohor, "A real-time malaysian automatic license plate recognition (M-ALPR) using hybrid fuzzy," lnt. Journal of Computer Science and Network Security, vol. 9, no. 2, pp. 333-340, 2009.
  • 4Y. M. Alginahi, "Automatic arabic license plate recognition," Int. Journal of Computer and Electrical Engineering, vol. 3, no. 3, pp. 454-460, 2011.
  • 5M. I. Khalil, "Car plate recognition using the template matching method," lnt. Journal of Computer Theory and Engineering, vol. 2, no. 5, pp. 683-687, 2010.
  • 6Create morphological structuring element. [Online]. Available: http://www.mathworks.com/help/toolbox/images/ ref/strel.html.
  • 7A. Broumandnia and M. Fathy, "Application of pattern recognition for farsi license plate recognition," ICGST Int. Journal on Graphics, Vision and Image Processing, vol. 5, no. 2, pp. 25-31, 2005.

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Journal of Electronic Science and Technology
2013年 第4期

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