CFP last date
20 May 2024
Reseach Article

An Efficient Method of Number Plate Extraction from Indian Vehicles Image

by Sarbjit Kaur, Sukhvir Kaur
International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 88 - Number 4
Year of Publication: 2014
Authors: Sarbjit Kaur, Sukhvir Kaur
10.5120/15339-3674

Sarbjit Kaur, Sukhvir Kaur . An Efficient Method of Number Plate Extraction from Indian Vehicles Image. International Journal of Computer Applications. 88, 4 ( February 2014), 14-19. DOI=10.5120/15339-3674

@article{ 10.5120/15339-3674,
author = { Sarbjit Kaur, Sukhvir Kaur },
title = { An Efficient Method of Number Plate Extraction from Indian Vehicles Image },
journal = { International Journal of Computer Applications },
issue_date = { February 2014 },
volume = { 88 },
number = { 4 },
month = { February },
year = { 2014 },
issn = { 0975-8887 },
pages = { 14-19 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume88/number4/15339-3674/ },
doi = { 10.5120/15339-3674 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T22:06:44.777482+05:30
%A Sarbjit Kaur
%A Sukhvir Kaur
%T An Efficient Method of Number Plate Extraction from Indian Vehicles Image
%J International Journal of Computer Applications
%@ 0975-8887
%V 88
%N 4
%P 14-19
%D 2014
%I Foundation of Computer Science (FCS), NY, USA
Abstract

Automatic Number Plate Recognition (ANPR) is an image-processing technology that identifies vehicles by their number plates without direct human intervention. It is an application of computer vision and important area of research due to its many applications. The main process of ANPR is divided into four stages. This paper presents a simple and efficient method for the extraction of number plate from the vehicle image based on morphological operations, thresholding and sobel edge detection, and the connected component analysis.

References
  1. Ronak P Patel, Narendra M Patel and Keyur Brahmbhatt, "Automatic Licenses Plate Recognition", International Journal of Computer Science and Mobile Computing, April 2013.
  2. Shan Du, Mahmoud Ibrahim, Mohamed Shehata and Wael Badawy, "Automatic License Plate Recognition (ALPR): A State-of-the-Art Review", IEEE Transaction on Circuits and Systems for Video Technology, February 2013.
  3. Najeem Owamoyo, A. Alaba Fadele and Abimbola Abudu, "Number Plate Recognition for Nigerian Vehicles", Academic Research International, 2013.
  4. Divya Gilly and Dr. Kumudha Raimond, "License Plate Recognition- a Template Matching Method", International Journal of Engineering Research and Applications (IJERA), 2013.
  5. Isack Bulugu, "Algorithm for License Plate Localization and Recognition for Tanzania Car Plate Numbers", International Journal of Science and Research (IJSR), 2013.
  6. Chen Chunyu, Wang Fucheng and Zhang Chen, "Application of image processing to the vehicle license plate recognition", Proceedings of the 2nd International Conference on Computer Science and Electronics Engineering (ICCSEE), 2013.
  7. Suhan Lee, Jeonghwan Gwak and Moongu Jeon, "Vehicle Model Recognition in Video", International Journal of Signal Processing, Image Processing and Pattern Recognition, 2013.
  8. Lukadev Meher, "Automatic License Plate Recognition in Real Time Videos using Visual Surveillance Techniques", ITSI Transactions on Electrical and Electronics Engineering (ITSI-TEEE), 2013.
  9. Aditya Acharya, and Sukadev Meher, Region Adaptive Unsharp Masking based DCT Interpolation for Efficient Video Intra Frame Up-Sampling", IJCA Special Issue on International Conference (ICEDSP) February 2013.
  10. Rupali Kate, "Number Plate Recognition Using Segmentation", International Journal of Engineering Research and Technology (IJERT), November 2012.
  11. Lekhana G. C, R. Srikantaswamy, "Real Time License Plate Recognition System", International Journal of Advanced Technology & Engineering Research (IJATER), July 2012.
  12. P. Mohan Kumar, P. Kumaresan and Dr. S. A. K. Jilani, "The Real Time Vehicle License Plate Identification System", International Journal of Engineering Research and Development, July 2012.
  13. Khalid W. Maglad, "A Vehicle License Plate Detection and Recognition System", Journal of Computer Science, 2012.
  14. Hadi Sharifi Kolour, "An Evaluation of License Plate Recognition Algorithms", International Journal of Digital Information and Wireless Communications (IJDIWC), 2011.
  15. Kumar Parasuraman and P. Vasantha Kumar, "An Efficient Method for Indian Vehicle License Plate Extraction and Character Segmentation", IEEE International Conference on Computational Intelligence and Computing Research, 2010.
  16. S. Hamidreza Kasaei, S. Mohammadreza Kasaei and S. Alireza Kasaei, "New Morphology-Based Method for Robust Iranian Car Plate Detection and Recognition", International Journal of Computer Theory and Engineering, 2010.
  17. Manuel Vargas, "An Enhanced Background Estimation Algorithm for Vehicle Detection in Urban Traffic Scenes", IEEE Transactions on Vehicular Technology, 2010.
Index Terms

Computer Science
Information Sciences

Keywords

Automatic Number Plate Recognition number plate extraction morphological operations thresholding sobel edge detection.