Research Article
Vehicle Number Plate Detection and Recognition of Characters by Image Processing
|
International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
|
| Volume 179 - Issue 37 |
| Published: Apr 2018 |
| Authors: Siddharth Sircar, Shivam Alok, Pratima Sarkar |
10.5120/ijca2018916846
|
Siddharth Sircar, Shivam Alok, Pratima Sarkar . Vehicle Number Plate Detection and Recognition of Characters by Image Processing. International Journal of Computer Applications. 179, 37 (Apr 2018), 7-11. DOI=10.5120/ijca2018916846
@article{ 10.5120/ijca2018916846,
author = { Siddharth Sircar,Shivam Alok,Pratima Sarkar },
title = { Vehicle Number Plate Detection and Recognition of Characters by Image Processing },
journal = { International Journal of Computer Applications },
year = { 2018 },
volume = { 179 },
number = { 37 },
pages = { 7-11 },
doi = { 10.5120/ijca2018916846 },
publisher = { Foundation of Computer Science (FCS), NY, USA }
}
%0 Journal Article
%D 2018
%A Siddharth Sircar
%A Shivam Alok
%A Pratima Sarkar
%T Vehicle Number Plate Detection and Recognition of Characters by Image Processing%T
%J International Journal of Computer Applications
%V 179
%N 37
%P 7-11
%R 10.5120/ijca2018916846
%I Foundation of Computer Science (FCS), NY, USA
Abstract
This paper presents the development of a vehicle number plate detection system that is capable of detecting a number plate and extracting the characters from the number plate. The approach is to build a predictive system to predict the position of number plate in an image, and hence, extract the characters from the number plate. The aim here is to predict the position of number plate efficiently in an image and extract characters form the number plate in minimum time.
References
- A. Roy and D.P. Ghoshal, “Number Plate Recognition for use in different countries using an improved segmentation”, in 2nd National Conference on Emerging Trends and Applications in Computer Science (NCETACS), 2011.
- Fikriye Öztürk and Figens Özen, “A New License Plate Recognition System Based on Probabilistic Neural Networks”, Procedia Technology, vol. 1, pp. 124-128, 2012.
- H. Erdinc Kocer and K. Kursat Cevik, “Artificial neural networks based vehicle license plate recognition”, Procedia Computer Science, vol. 3, pp. 1033-1037, 2011.
- Shan. Du, Mohamed. Shehata, Wael. Badawy, “Automatic License Plate Recognition (ALPR): A State-of -the-Art Review”, IEEE Vol. 23, No.2, June 2013.
- Xiaojun Zhai, Faycal Bensaali, “Standard Definition ANPR System on FPGA and an Approach to Extend it to HD” in IEEE GCC Conference and exhibition, November 17-20, Doha, Qatar, 2013
- Bhavin V. Kakani, Divyang Gandhi, Sagar Jani, “Improved OCR based automatic vehicle number plate recognition using features trained neural network”, in Computing, Communication and Networking Technologies, in IEEE 8th International Conference on Computing, Communication and Networking Technologies (ICCCNT), Delhi, India, July 2017.
- Abhay Singh, Anand Kumar Gupta, Anmol Singh, Anuj Gupta, Sherish Johri, “Vehicle Number Plate Detection Using Image Processing”, in International Research Journal of Engineering and Technology (IRJET), Volume: 05 Issue: 03, March 2018.
- Balamurugan G, Sakthivel Punniakodi, Rajeswari K, Arulalan V, “Automatic number plate recognition system using super-resolution technique”, in IEEE International Conference on Computing and Communications Technologies (ICCCT), Chennai, India, 08 October 2015.
- S. Kranthi, K. Pranathi, A. Srisaila, “Automatic Number Plate Recognition”, International Journal of Advancements in Technology, Vol 2, No 3, July 2011.
- M. S. Sarfraz, A. Shahzad, Muhammad A. Elahi, M. Fraz, I. Zafar, E. A. Edirisinghe, “Real-time automatic license plate recognition for CCTV forensic applications”, Springer-Verlag, 19 November 2011.
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