Title :
License Plate Location Based on Haar-Like Cascade Classifiers and Edges
Author :
Zhao, Yuanxing ; Gu, Jing ; Liu, Chui ; Han, Shumin ; Gao, Yong ; Hu, Qingmao
Author_Institution :
Shenzhen Institutes of Adv. Technol., Chinese Acad. of Sci., Shenzhen, China
Abstract :
License plate recognition is a core module for intelligent transportation systems, while license plate location is an important part of it. Haar-like cascade classifier is good for face detection, but its application to license plate localization largely depends on selection of positive and negative samples. In this paper we studied on how to choose good samples for Haar-like cascade classifiers and image post-processing methods to achieve good location results. It is hoped that the study could be useful to guide sample preparation for other object detection using Haar-like cascade classifiers.
Keywords :
Haar transforms; edge detection; image recognition; pattern classification; traffic engineering computing; Haar like cascade classifiers; Haar like cascade edges; face detection; image post processing methods; intelligent transportation systems; license plate location; Classification algorithms; Feature extraction; Image color analysis; Image edge detection; Licenses; Training; Haar-like cascade classifier; image post-processing; license plate location; sample preparation;
Conference_Titel :
Intelligent Systems (GCIS), 2010 Second WRI Global Congress on
Conference_Location :
Wuhan
Print_ISBN :
978-1-4244-9247-3
DOI :
10.1109/GCIS.2010.55