用匹配追踪法进行道路标志解读

Chung-Lin Huang, S. Hsu
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引用次数: 11

摘要

本文提出了一种基于匹配追踪(MP)滤波器的道路标志自动判读方法。有两个过程。检测过程在原始远观图像中找到路标的相对位置,然后从近观图像中提取路标的内部内容。识别过程包括两个阶段:训练和测试。在第一阶段,它为每个路标找到一组最佳的MP过滤基。在第二阶段,它将输入的未知路标投影到一组不同的MP滤波器基中,以找到最佳匹配。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Road sign interpretation using matching pursuit method
This paper describes a new automatic road sign interpretation method using matching pursuit (MP) filters. There are two processes. The detection process finds the relative position of the road sign in the original distant image and then extracts the internal content of the road sign from the closer-view image. The recognition process consists of two stages: training and testing. In the first stage, it finds a set of best MP filter bases for each road sign. In the second stage, it projects the input unknown road sign to a different set of the MP filter bases to find the best match.
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