DocumentCode :
618464
Title :
Vehicle license plate localization using wavelets
Author :
Kanani, Pratik ; Gupta, Arpan ; Yadav, Divakar ; Bodade, Rajesh ; Pachori, Ram Bilas
Author_Institution :
Discipline of Electr. Eng., Indian Inst. of Technol. Indore, Indore, India
fYear :
2013
fDate :
11-12 April 2013
Firstpage :
1160
Lastpage :
1164
Abstract :
This paper presents a new method for vehicle license plate localization. The proposed method uses wavelet decomposition for localizing the license plate. We first preprocess the image by masking the non-license plate border with the prior knowledge of the distance of the vehicle. We then use the unique property of sudden and a frequent transition which takes place across characters of the license plate to convert it to a license plate location detectable image by dividing the rows into its component zones. The component zone set which includes the license plate is determined using a transition counter and the zone which holds the maximum value is determined and validated using the wavelet based method. Simulation results are included to show the effectiveness of the proposed method for the localization of Indian license plates.
Keywords :
image recognition; object detection; wavelet transforms; component zones set; frequent transition; image processing; maximum value; nonlicense plate border; transition counter; vehicle license plate localization; wavelet based method; wavelet decomposition; Discrete wavelet transforms; Gray-scale; Image edge detection; Licenses; Vehicles; License plate localization; Transition based pre-processing; Wavelet decomposition;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Information & Communication Technologies (ICT), 2013 IEEE Conference on
Conference_Location :
JeJu Island
Print_ISBN :
978-1-4673-5759-3
Type :
conf
DOI :
10.1109/CICT.2013.6558275
Filename :
6558275
Link To Document :
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