CFP last date
20 December 2024
Call for Paper
January Edition
IJCA solicits high quality original research papers for the upcoming January edition of the journal. The last date of research paper submission is 20 December 2024

Submit your paper
Know more
The week's pick
Responsive image
Improved Shuffled Frog Leaping Algorithm with Self-Adaptive Shuffling for Fuzzy Logic PD+G Controller Optimization in Robotic Manipulators

Duc Hoang Nguyen
Random Articles
Reseach Article

Noise Removal and Blob Detection Approach for Number Plate Identification

by Reshma P.
journal cover thumbnail

International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 47 - Number 8
Year of Publication: 2012
Authors: Reshma P.
10.5120/7207-9992

Reshma P. . Noise Removal and Blob Detection Approach for Number Plate Identification. International Journal of Computer Applications. 47, 8 ( June 2012), 13-16. DOI=10.5120/7207-9992

@article{ 10.5120/7207-9992,
author = { Reshma P. },
title = { Noise Removal and Blob Detection Approach for Number Plate Identification },
journal = { International Journal of Computer Applications },
issue_date = { June 2012 },
volume = { 47 },
number = { 8 },
month = { June },
year = { 2012 },
issn = { 0975-8887 },
pages = { 13-16 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume47/number8/7207-9992/ },
doi = { 10.5120/7207-9992 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T20:41:20.572417+05:30
%A Reshma P.
%T Noise Removal and Blob Detection Approach for Number Plate Identification
%J International Journal of Computer Applications
%@ 0975-8887
%V 47
%N 8
%P 13-16
%D 2012
%I Foundation of Computer Science (FCS), NY, USA
Abstract

Noise removal method is used to pre process the input image and blob detection method is used to localize and segment Indian number plates. The segmented characters on the number plate region are compared with the previously stored character database and finally approve authentication or access permission for different vehicles.

References
  1. Stokman, Harro and Gevers, Theo. "Selection and Fusion of Color Models for Image Feature Detection. " IEEE Transactions on Pattern Analysis and Machine Intelligence 29. 3 (2007): 371-381.
  2. Vahid Abolghasemi, Alireza Ahmadyfard. "An edge-based color-aided method for license plate detection. " Image and Vision Computing, Volume 27, Issue 8, 2 July 2009, pp. 1134-1142.
  3. Prateek Banga Automatic Number Plate RecognitionSystem for Indian conditions" 978-1-4244-3538-8/09/$25. 00 ©2009 IEEE
  4. Parking surveillance and number plate recognition application Pletl Szilveszter, Gálfi Csongor SISY 2010 • 2010 IEEE 8th International Symposium on Intelligent Systems and Informatics September 10-11, 2010, Subotica, Serbia
  5. A Feature Based Approach for Localization of Indian Number Plates Prathamesh Kulkarni , Ashish Khatri, Prateek Banga, Kushal Shah 978-1-4244-3355-1/09/$25. 00©2009 IEEE
  6. Automatic Number Plate Recognition (ANPR) System for Indian Conditions using Support Vector Machine (SVM) by Shriram Kishanrao Waghmare, A. K. Gulve, Vikas N. Nirgude and Nagraj P. Kamble International Journal of Computer Science and its Applications
  7. Automatic Vehicle Identification by Plate Recognition-Serkan Ozbay, and Ergun Ercelebi -World Academy of Science, Engineering and Technology 9 2005
  8. Contour and Texture Analysis for Image Segmentation-Jitendra Malik, Serge Belongie, Thomas Leung?and Jianbo Shi-International Journal of Computer Vision 43(1), 7–27, 2001c 2001 Kluwer Academic Publishers. Manufactured in The Netherlands.
  9. Automatic License Plate Localization Using Intrinsic Rules Saliency Chirag N. Paunwala , Dr. Suprava Patnaik (IJACSA) , Special Issue on Image Processing and Analysis
Index Terms

Computer Science
Information Sciences

Keywords

Noise Components Blobs Blob Identification Morphological Operation Aspect Ratio Classification

Powered by PhDFocusTM