An Automatic Recognizer for Iraqi License Plates Using ELMAN Neural Network
Abdul Hussein Mohsin, Abbas H. Hassin, Iman Qais Abdul Jaleel
DOI: 10.4236/jsea.2010.312136   PDF    HTML     6,148 Downloads   11,078 Views   Citations


License plate recognition system plays an important role in many applications. An automatic recognizer for Iraqi License Plates using ELMAN Neural network is proposed in this manuscript. The processing procedures are developed in several stages. Experimental results are reported in the end of the paper to illustrate the performance of the proposed method.

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A. Mohsin, A. Hassin and I. Abdul Jaleel, "An Automatic Recognizer for Iraqi License Plates Using ELMAN Neural Network," Journal of Software Engineering and Applications, Vol. 3 No. 12, 2010, pp. 1163-1166. doi: 10.4236/jsea.2010.312136.

Conflicts of Interest

The authors declare no conflicts of interest.


[1] A. Amin, “Off-Line Arabic Character Recognition—A Survey,” Proceedings of the 4th International Conference on Document Analysis and Recognition; Ulm, Germany, 18-20 August 1997, pp. 596-599. doi: 10.1109/ICDAR.1997.620572
[2] W. Al Faqheri and S. Masho-hor, “A Real-Time Malaysian Automatic License Plate Recognition (M-ALPR) Using Hybrid Fuzzy,” International Journal of Computer Science and Network Security, Vol. 9, No. 2, 2009, pp. 333-340.
[3] M. Kumar, "A Real-Time Vehicle License Plate Recognition (LPR) System,” Master’s Thesis, Thapar University, Patiala, 2009.
[4] N. K. Babu and K. Nallaperumal, “An Efficient Geometric Feature Based License Plate Localization and Recognition,” International Journal of Imaging Science and Engineering, Vol. 2, No. 2, 2008, pp. 189-194.
[5] A. Akoum, B. Daya and P. Chauvet, “Two Neural Networks for License Number Plates Recog- nition,” Journal of Theoretical and Applied Information Tech-nology, Vol. 12, No. 1, 2009, pp. 25-32.
[6] S. H. Kasaei, S. M. Kasaei and S. A. Kasaei, “New Morphology Based Method for Robust Iranian Car Plate Detection and Recognition,” International Journal of Computer Theory and Engineering, Vol. 2, No. 2, 2010, pp. 264-268.
[7] S. Kim, S. Oh and M. Kang, "Mathematical Image Processing for Automatic Number Plate Recognition System,” Journal of the Korean Society for Industrial and Applied Mathematics, Vol. 14, No. 1, 2010, pp. 57-66.

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