Volume 12 Number 8 (Aug. 2017)
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JSW 2017 Vol.12(8): 631-642 ISSN: 1796-217X
doi: 10.17706/jsw.12.8.631-642

Haar Discrete Wavelet-Based and Scanning Window for Vehicle License Plate Recognition

Rong-Choi Lee*, King-Chu Hung
Department Computer and Communication, Institute of Engineering Science and Technology, College of Engineering, National Kaohsiung First University of Science and Technology, Kaohsiung, Taiwan, R. O. C.

Abstract—This paper is the study of vehicle license plate recognition. We use the scan window, 2-D Haar Discrete Wavelet Transform and Artificial Neural Networks. This paper consists of three main parts. First part is to locate and extract license plate. Second part is the Artificial Neural Network training of the license plate. Third part is a real time scans recognition. We use two times Haar Discrete Wavelet Transform image, and extract low frequency part LL of vehicles license plate image, makes image coefficient became original of one-sixteen, thus reducing image coefficients, so can to fast recognition. This method is to use scan the license plate recognition, but we do not license plate recognition for each character. Experiment result can be a high recognition rate.

Index Terms—Vehicle license plate recognition, discrete wavelet transform, artificial neural network.

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Cite: Rong-Choi Lee, King-Chu Hung, "Haar Discrete Wavelet-Based and Scanning Window for Vehicle License Plate Recognition," Journal of Software vol. 12, no. 8, pp. 631-642, 2017.

General Information

ISSN: 1796-217X (Online)
Frequency:  Bimonthly (Since 2020)
Editor-in-Chief: Prof. Antanas Verikas
Executive Editor: Ms. Yoyo Y. Zhou
Abstracting/ Indexing: DBLP, EBSCO, Google Scholar, ProQuest, INSPEC(IET), ULRICH's Periodicals Directory, WorldCat, etc
E-mail: jsw@iap.org
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