DocumentCode :
3154803
Title :
Multiple license plate recognition for intelligent traffic management
Author :
Abraham, V.Z. ; Kurian, Betsy ; Rajesh, Naga
Author_Institution :
CITE, Manonmaniam Sundaranar Univ., Tirunelveli, India
fYear :
2011
fDate :
16-18 Dec. 2011
Firstpage :
1
Lastpage :
4
Abstract :
This paper introduces a priority based edge detection of license plate and recognition of characters. We intend to extract and identify vehicle registration numbers from real time vehicle images without any human intrusion. In computation of license plate, localization shows better edge detection result when compared to conventional methods such as binarization, template matching or transition mapping. Although several effective image processing algorithms are created nowadays, real time operation is found to be impractical as their application is limited by huge computation requirements. As processing time and illumination of the image affects real time operation, it is reduced by setting a dynamic threshold. This paper uses the concept of localization for license plate extraction from real time images followed by the segmentation of characters and reformation.
Keywords :
character recognition; edge detection; image segmentation; traffic engineering computing; character recognition; character segmentation; image processing algorithm; image reformation; intelligent traffic management; license plate extraction; multiple license plate recognition; priority based edge detection; vehicle registration number; Character recognition; Heuristic algorithms; Image edge detection; Image segmentation; Licenses; Real time systems; Vehicles; dynamic threshold; license plate; localization; priority based edge detection; segmentation;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
India Conference (INDICON), 2011 Annual IEEE
Conference_Location :
Hyderabad
Print_ISBN :
978-1-4577-1110-7
Type :
conf
DOI :
10.1109/INDCON.2011.6139402
Filename :
6139402
Link To Document :
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