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Method for Recognizing Circular Road Signs Using an Analysis Method of Color Scene Images

机译:彩色场景图像分析方法的圆形道路标志识别方法

摘要

Road signs provide important information to guide and regulate the behavior of drivers and pedestrians in order to make their journeys safer and more comfortable. However, the shape features and color information displayed on circular road signs are not always the same. We propose a method for recognizing road signs on the basis of the shape features and color information derived from a color scene image. The proposed method works in three steps. First, a process already proposed in one of our previous studies detects road sign areasu27 color features and circularity using fuzzy reasoning. Second, the non-standard shape features of the detected road sign area are determined. Third, the values obtained from every sub-area of the image are used to enable the recognition of road signs. Our experimental results suggest that the proposed method can accurately recognize different types of circular road signs.
机译:道路标志提供重要信息,以指导和规范驾驶员和行人的行为,以使他们的旅途更安全,更舒适。但是,圆形道路标志上显示的形状特征和颜色信息并不总是相同的。我们提出一种基于形状特征和从彩色场景图像获得的颜色信息来识别道路标志的方法。所提出的方法分三个步骤进行。首先,我们先前的一项研究中已经提出的过程可以使用模糊推理来检测路标区域的颜色特征和圆度。其次,确定检测到的路标区域的非标准形状特征。第三,从图像的每个子区域获得的值用于识别路标。我们的实验结果表明,该方法可以准确识别不同类型的圆形路标。

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