Automatic license plate recognition system is an
image processing technology used to identify vehicles by their
license plates. Such systems require the recognition of
characters from the plate image. Artificial neural networks are
commonly used to perform character recognition due to their
high noise tolerance. Feed-Forward Neural Network (FFNN)
can be used to recognize the characters from images. The
document is expected to serve as a resource for learners in
pattern recognition, neural networking and related disciplines.
Published In : IJCAT Journal Volume 1, Issue 7
Date of Publication : 31 August 2014
Pages : 367 - 370
Figures :05
Tables : 01
Publication Link : An Approach to Recognize Characters using Neural
Network in LPR System
Sawender Singh : Computer Science & Engineering Department, SVIET,
Banur, Punjab, 140601, India
Manveer Kaur : Computer Science & Engineering Department, SVIET,
Banur, Punjab, 140601, India
[1] J.-S.R. Jang, C.-T. Sun, and E. Mizutani, Neuro-Fuzzy
and Soft Computing: A Computational Approach to
Learning and Machine Intelligence, NJ: Prentice-Hall,
1997.
[2] G. Cybenko, “Approximation by superpositions of a
sigmoidal function,” Math.Control Signals Systems,
vol. 2, pp. 303-314, 1989.
[3] Xiaofeng Zhang, Fengchang Xu, and Yan Su,
"Research on the Licnese Plate Recognition based on
MATLAB," Procedia Engineering, vol. 15, pp. 1330-
1334, 2011.
[4] Nicolas Thome, Antoine Vacavant, Lionel Robinault,
and Serge Miguet, "A cognitive and video-based
approach for multinational License Plate Recognition ,"
Machine Vision and Applications, Springer-Verlag, pp.
389-407, 2011.
[5] J.K. Chang, Ryoo Seungteak, and Heuiseok Lim,
"Real-time vehicle tracking mechanism with license
plate recognition from reoad images," The journal of
super computing , pp. 1-12, 2011.
[6] A Kang, D. J;, "Dynamic programming -based method
for extraction of license numbers of speeding vehicles
on the highway ," International Journal of Automotive
Technology, pp. 205-210, 2009.
[7] S.A. Daramola, E. Adetiba, A.U. Adoghe, J.A. Badejo,
I.A. Samuel, T. Fagorusi “Automatic Vehicle
Identification System Using License Plate”,
Internatinal Journal of Engineering Science and
Technology, vol.3, No.2, Feb 2011.