CFP last date
20 June 2024
Reseach Article

Automatic Vehicle Identification Using License Plate Recognition for Indian Vehicles

Published on April 2012 by Sandra Sivanandan, Ashwini Dhanait, Yogita Dhepale
Emerging Trends in Computer Science and Information Technology (ETCSIT2012)
Foundation of Computer Science USA
ETCSIT - Number 5
April 2012
Authors: Sandra Sivanandan, Ashwini Dhanait, Yogita Dhepale
a8c1a7e7-0c52-437c-b13a-89cfe1816407

Sandra Sivanandan, Ashwini Dhanait, Yogita Dhepale . Automatic Vehicle Identification Using License Plate Recognition for Indian Vehicles. Emerging Trends in Computer Science and Information Technology (ETCSIT2012). ETCSIT, 5 (April 2012), 23-28.

@article{
author = { Sandra Sivanandan, Ashwini Dhanait, Yogita Dhepale },
title = { Automatic Vehicle Identification Using License Plate Recognition for Indian Vehicles },
journal = { Emerging Trends in Computer Science and Information Technology (ETCSIT2012) },
issue_date = { April 2012 },
volume = { ETCSIT },
number = { 5 },
month = { April },
year = { 2012 },
issn = 0975-8887,
pages = { 23-28 },
numpages = 6,
url = { /proceedings/etcsit/number5/5996-1038/ },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Proceeding Article
%1 Emerging Trends in Computer Science and Information Technology (ETCSIT2012)
%A Sandra Sivanandan
%A Ashwini Dhanait
%A Yogita Dhepale
%T Automatic Vehicle Identification Using License Plate Recognition for Indian Vehicles
%J Emerging Trends in Computer Science and Information Technology (ETCSIT2012)
%@ 0975-8887
%V ETCSIT
%N 5
%P 23-28
%D 2012
%I International Journal of Computer Applications
Abstract

In this study, a smart and simple algorithm is presented for vehicle's license plate recognition system. The proposed algorithm consists of three major parts: Extraction of plate region, segmentation of characters and recognition of plate characters. For extracting the plate region edge detection and morphological operations are used. In segmentation part scan line algorithm is used. Character Segmentation for Devanagari Number Plates is also presented. Optical character recognition technique is used for the character recognition. The objective is to design an efficient automatic authorized vehicle identification system by using the vehicle number plate.

References
  1. Chirag N. Paunwala & Suprava Patnaik,"A Novel Multiple License Plate Extraction Technique for Complex Background in Indian Traffic Conditions", International Journal of Image Processing (IJIP) Volume (4): Issue (2).
  2. Ayesha Butalia, Durgesh Maru, Kuldeep Baheti, Avais Mohammad, Ankit Bagdiya, "Gray Eye Traffic Surveillance", International Journal of Computer Trends and Technology- May to June Issue 2011.
  3. Chetan Sharma1 and Amandeep Kaur ,"Indian Vehicle License Plate Extraction And Segmentation", International Journal of Computer Science and Communication
  4. Phalgun Pandya, Mandeep Singh, "Morphology Based Approach To Recognize Number Plates in India", International Journal of Soft Computing and Engineering (IJSCE) ISSN: 2231-2307, Volume-1, Issue-3, July 2011.
  5. Muhammad Tahir Qadri, Muhammad Asif, "Automatic Number Plate Recognition System For Vehicle Identification Using Optical Character Recognition", 2009 International Conference on Education Technology and Computer.
  6. Kumar Parasuraman, and P. Vasantha Kumar "An Efficient Method for Indian Vehicle License Plate Extraction and Character Segmentation", 2010 IEEE International Conference on Computational Intelligence and Computing Research
  7. Ch. Jaya Lakshmi, Dr. A. Jhansi Rani, Dr. K. Sri Ramakrishna, M. KantiKiran, "A Novel Approach for Indian License Plate Recognition System", International Journal Of Advanced Engineering Sciences And Technologies Vol No. 6, Issue No. 1, 010 - 014
  8. Nadira Muda, Nik Kamariah Nik Ismail, Siti Azami Abu Bakar, Jasni Mohamad ZainFakulti Sistem Komputer & Kejuruteraan Perisian, "Optical Character Recognition By Using Template Matching (Alphabet)".
  9. Raghuraj Singh, C. S. Yadav, Prabhat Verma, Vibhash Yadav, "Optical Character Recognition (OCR) for Printed Devnagari Script Using Artificial Neural Network", International Journal of Computer Science & Communication, January-June 2010
Index Terms

Computer Science
Information Sciences

Keywords

Devanagari Edge Detection License Plate Recognition Optical Character Recognition Segmentation