基于图语法的车牌识别

Yuqing Song, Jianqing Liu, Dianwei Li
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引用次数: 1

摘要

车牌自动识别仍然是一个具有挑战性的问题,因为必须处理恶劣的图像条件。与其他形式化工具相比,图语法模型更适合处理苛刻的成像条件。本文介绍了一种基于图语法的车牌识别方法。在我们的方法中,首先采用基于水平集的牌照定位过程来寻找候选车牌位置。然后对每个候选位置应用图语法来识别车牌。语法由3条规则组成。前两条规则识别单个字符。第三条规则用图形表示车牌布局。车牌识别是通过图形匹配过程来实现的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Graph Grammar Based License Plate Recognition
Automatic license plate recognition is still a challenging problem where severe imaging conditions must be handled. As compared with other formal tools, the graph grammar model is more suitable when dealing with the severe imaging conditions. In this paper we introduce a graph grammar based method of license plate recognition. In our approach, a level set based license location process is first employed to find candidate plate locations. Then a graph grammar is applied to each candidate location to recognize the plate. The grammar consists of 3 rules. The first two rules recognize individual characters. The third rule represents the license plate layout by a graph. The plate recognition is achieved by a graph matching process.
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