Call for Paper - January 2022 Edition
IJCA solicits original research papers for the January 2022 Edition. Last date of manuscript submission is December 20, 2021. Read More

A Review of Recognition Techniques in ALPR Systems

Print
PDF
International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Year of Publication: 2017
Authors:
Sahil Khokhar, Pawan Kumar Dahiya
10.5120/ijca2017914867

Sahil Khokhar and Pawan Kumar Dahiya. A Review of Recognition Techniques in ALPR Systems. International Journal of Computer Applications 170(6):30-32, July 2017. BibTeX

@article{10.5120/ijca2017914867,
	author = {Sahil Khokhar and Pawan Kumar Dahiya},
	title = {A Review of Recognition Techniques in ALPR Systems},
	journal = {International Journal of Computer Applications},
	issue_date = {July 2017},
	volume = {170},
	number = {6},
	month = {Jul},
	year = {2017},
	issn = {0975-8887},
	pages = {30-32},
	numpages = {3},
	url = {http://www.ijcaonline.org/archives/volume170/number6/28076-2017914867},
	doi = {10.5120/ijca2017914867},
	publisher = {Foundation of Computer Science (FCS), NY, USA},
	address = {New York, USA}
}

Abstract

‘Automatic License Plate Recognition (ALPR)’ is the process of locating & extracting plate information from images or videos. The extracted information is essential for several everyday applications, ranging from automated payment services (parking, toll roads payment collection, etc.) to more critical applications, like border security and traffic surveillance. The format of license plate varies from region to region, so the ALPR systems also tend to be region-specific. The paper presents a state-of-the-art review of earlier work done in this field of technology, especially, the recognition technique.

References

  1. Garima R. Yadav, H.K. Waghmare, “Automatic Indian License Plate Recognition system,” IJARCSSE, Vol.4, Issue 11, November 2014.
  2. Pooya Sagharichi Ha, Majtaba Shakeri, “License Plate Automatic Recognition based on Edge Detection,” unpublished.
  3. Amninder Kaur, Sonika Jindal, Richa Jindal, “License Plate Recognition using Support Vector Machine (SVM),” IJARCSSE, Vol. 2, Issue 7, July 2012.
  4. Kumar Parasuraman, Subin P.S, “SVM Based License Plate Recognition System,” IEEE International Conference on Computational Intelligence and Computig Research, Tamilnadu College of Engineering Coimbatore, Dec 2010.
  5. Harpreet Kaur, Naresh Kumar Garg, “Number Plate Recognition Using Neural Network Classifier and KMEAN,” IJARCSSE, Vol. 4, Issue 8, August 2014.
  6. Jitender Kumar, Pawan Kumar Dahiya, “Automatic number plate recognition: a state-of-the-art”, the World congress on Engineering 2014 (WCE 2014) London, U.K., july, 2014.
  7. Muhammad H Dashtban, Zahra Dashtban, Hassan Bevrani, “A Novel Approach For Vehicle License Plate Localization and Recognition,” International Journal of Computer Applications, Vol. 26, No. 11, July 2012.
  8. Ronak P Patel, Narendra M Patel, Keyur Brahmbhatt, “Automatic License Plate Recognition,” IJCSMC, Vol. 2, Issue 4, April 2013, pages. 285-294.
  9. M. M. Shidore, S. P. Narote, “Number Plate Recognition For Indian Vehicles,” IJCSNS, Vol. 11, No. 2, Feb 2011.
  10. Sheetal Rani, Pawan Kumar Dahiya, “A Review of Recognition Technique Used Automatic License Plate Recognition System,” International Journal of Computer Applications (0975-8887), Vol. 121, No.17, July 2015.
  11. B. Y. Amirgaliyev, C. A. Kenshimov, K. K. Kuatov, M. Z.Kairanbay, Z.Y. Baibatyr, A. K. Jantassov, “License Plate Verification Method For Automatic License Plate Recognition Systems,” unpublished.
  12. Simon Tong, Daphne Koller, “Support Vector Machine Active Learning with Applications to Text Classification,” Journal of Machine Learning Research (2001) 45-66.
  13. Priti Rajvanshi, “Automatic Number Plate Recognition- Approach for Detecting the Vehicle Number Plate On-The-Go,” International Journal of Advanced Networking Applications, Special Conference Issue: National Conference on Cloud Computing & Big Data, pages. 83-89.
  14. Imran Shafiq Ahmad, Boubakeur Boufama, Pejman Habashi, William Anderson, Tarik Elamsy, “Automatic License Plate Recognition: A Comparitive Study,” IEEE International Symposium on Signal Processing and Information Technology (ISSPIT), Abu Dhabi, UAE, Dec 2015, pages 635-640.
  15. Anisha Goyal, Rekha Bhatia, “Automated Car Number Plate Detection System to Detect Far Number Plates,” IOSR Journal of Computer Engineering, Vol. 18, Issue 4, Ver. III (Jul-Aug 2016), PP 34-40.
  16. Sahar S. Tabrizi, Nadire Cavus,”A hybrid KNN-SVM model for Iranian license plate recognition,” 12th International Conference on Application of Fuzzy Systems and Soft Computing, ICAFS 2016, Vienna, Austria, 29-30 August 2016, pages 588-594.
  17. Sweta Kumari, Leeza Gupta, Prerna Gupta, “Automatic License Plate Recognition Using OpenCV and Neural Network,” International Journal of Computer Science Trends and Technology (IJCST), Volume 5 Issue 3, May-Jun 2017, pages 114-118.
  18. Prof.R.M.Sahu, Namrata B.Gaikwad, Chandrakant B.Sandage, Vikram S.Shinde, “IoT Based Automatic Vehicle License Plate Recognition System,” IJARIIE, Vol-3 Issue-2 2017, pages 3552-3558.

Keywords

Automatic License Plate Recognition (ALPR), Support Vector Machine (SVM), Artificial Neural Network (ANN).