DocumentCode
2464225
Title
Real-Time Vehicle License Plate Recognition Based on 1-D Discrete Periodic Wavelet Transform
Author
Lee, Rong-Tsai ; Hung, King-Chu
Author_Institution
Dept. of Comput. & Commun. Eng., Nat. Kaohsiung First Univ. of Sci. & Technol., Kaohsiung, Taiwan
fYear
2012
fDate
4-6 June 2012
Firstpage
914
Lastpage
917
Abstract
This paper is the use of the scanning window and 1-D discrete periodic wavelet transform and artificial neural network for the license plate recognition. By scanning the image through the one-dimensional discrete periodic wavelet transform, select the image low-frequency coefficients. Therefore, it can improve the rapid license plate recognition of implementation. This article is a directly scanning for the license plate recognition, without make individual character recognition. Therefore, this new method is a kind of real-time recognition, license plate recognition rate of the experimental results can be as high as 94.7%.
Keywords
discrete wavelet transforms; neural nets; object recognition; traffic engineering computing; 1-D discrete periodic wavelet transform; artificial neural network; image low-frequency coefficients; individual character recognition; rapid license plate recognition; real-time vehicle license plate recognition; scanning window; Artificial neural networks; Discrete wavelet transforms; Educational institutions; Image recognition; Licenses; Vehicles; Discrete Periodic Wavelet Transform; artificial neural network; license plate recognition;
fLanguage
English
Publisher
ieee
Conference_Titel
Computer, Consumer and Control (IS3C), 2012 International Symposium on
Conference_Location
Taichung
Print_ISBN
978-1-4673-0767-3
Type
conf
DOI
10.1109/IS3C.2012.233
Filename
6228457
Link To Document