A configurable method for multi-style license plate recognition

被引:105
作者
Jiao, Jianbin [1 ]
Ye, Qixiang [1 ]
Huang, Qingming [1 ]
机构
[1] Chinese Acad Sci, Grad Univ, Beijing 100049, Peoples R China
基金
美国国家科学基金会;
关键词
License plate recognition; Multi-style license plate; Configurable method; Character segmentation; Character recognition; TEXT DETECTION;
D O I
10.1016/j.patcog.2008.08.016
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Despite the success of license plate recognition (LPR) methods in the past decades, few of them can process multi-style license plates (LPs), especially LPs from different nations, effectively. In this paper, we propose a new method for multi-style LP recognition by representing the styles with quantitative parameters, i.e., plate rotation angle, plate line number, character type and format. in the recognition procedure these four parameters are managed by relevant algorithms, i.e., plate rotation, plate line segmentation, character recognition and format matching algorithm, respectively. To recognize special style LPs, users can configure the method by defining corresponding parameter values, which will be processed by the relevant algorithms. In addition, the probabilities of the occurrence of every LP style are calculated based on the previous LPR results, which will result in a faster and more precise recognition. Various LP images were used to test the proposed method and the results proved its effectiveness. (C) 2008 Published by Elsevier Ltd.
引用
收藏
页码:358 / 369
页数:12
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