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视频图像中的实时车牌识别
引用本文:吴舟舟,李树广. 视频图像中的实时车牌识别[J]. 微型电脑应用, 2006, 22(2): 12-14,61
作者姓名:吴舟舟  李树广
作者单位:上海交通大学图像处理与模式识别研究所
摘    要:车牌识别在智能交通系统中起着重要作用。本文提出一种对视频图像进行实时操作的车牌识别方法。利用边缘特征,使用快速的边缘点连接算法生成连通区域,进行车牌的检测定位,结合字符小波特征实现准确的识别。算法平均消耗时间在40ms以内,定位准确率达99.5%,完全识别率在91%以上。实际采集数据实验结果证明,本方法速度快、准确率高、实用性好。

关 键 词:智能交通系统  车牌识别  车牌检测  边缘检测  形变校正  字符识别
文章编号:1007-757X(2006)02-0012-03
收稿时间:2005-07-26
修稿时间:2005-07-26

Real-time Vehicle License Plate Recognition in Videos
Wu Zhouzhou,Li Shuguang. Real-time Vehicle License Plate Recognition in Videos[J]. Microcomputer Applications, 2006, 22(2): 12-14,61
Authors:Wu Zhouzhou  Li Shuguang
Abstract:Automatic License Plate Recognition (LPR) plays an important role in numerous applications in Intelligent TransportSystem (ITS). This paper presents a novel algorithm for real-time license plate recognition in video images. The algorithmdetects LP region by the connective components which are generated by a fast neighboring edge points connecting method andrealizes accurate recognition with character wavelet features. The whole process takes less than 40 minutes, with the successfulrate of locating LP reaching 99. 5% and the total successful recognition rate above 91%. The experiments have proved that ouralgorithm has high speed, accuracy and wide availability.
Keywords:ITS LPR License Plate Detection Edge Detection Deformation Correction Character Recognition
本文献已被 CNKI 维普 万方数据 等数据库收录!
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