Abstract
A new algorithm for recognition of symbols in license plates of Polish cars is presented. The method is aimed to work as the real-time system and successfully recognizes 60%–70% of plates. The algorithm utilizes image processing techniques and the neural network based approach. It was divided into three stages, the details of which are described in this paper. Presented algorithm shows that it is possible to construct an efficient videodetector, the abilities of which are comparable or better than the abilities of existing detectors, and which would cost not more than a personal computer.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
Bubliński Z. and Mikrut Z. (2003), Localization of vehicle license plates. Automatics-periodic of the AGH Univerity of Science and Technology t. 7 pp. 303–312 (in Polish)
Draghici S. (1997), A neural network based artificial vision system for licence plate recognition. Dept. of Computer Science. Wayne State University. Proceedings of IJNS-97.
Duch W., Korbicz J., Rutkowski L. and Tadeusiewicz R. (2000), Biocybernetics and medical ingineering. t. 6, Neural Networks. Warszawa, Exit (in Polish)
Feature Detectors-Sobel Edge Detector, http://homepages.inf.ed.ac.uk/rbf/HIPR2/sobel.htm
Korbicz J., Obuchowicz A. and Uciński D. (1994), Artificial Neural Networks. Bases and applications. Akademicka Oficyna Wydawnicza PLJ. Warszawa (in Polish)
Ponce P., Wang S. S., Wang D. L. (2000), License Plate Recognition-Final Report. Departament od Electrical and Computer Engeneering. Carnegie Mellon University
Żurada J., Barski M. and Jedruch W. (1996), Artificial Neural Networks. Wydawnictwo Naukowe PWN. Warszawa (in Polish)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2005 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Wróblewski, P. (2005). Recognition of Polish Car License Plates. In: Kurzyński, M., Puchała, E., Woźniak, M., żołnierek, A. (eds) Computer Recognition Systems. Advances in Soft Computing, vol 30. Springer, Berlin, Heidelberg. https://doi.org/10.1007/3-540-32390-2_105
Download citation
DOI: https://doi.org/10.1007/3-540-32390-2_105
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-25054-8
Online ISBN: 978-3-540-32390-7
eBook Packages: EngineeringEngineering (R0)