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Extracting Circular Road Signs Using Specific Color Distinction and Region Limitation

机译:使用特定颜色区分和区域限制提取圆形路标

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There is now vigorous research on the intelligent transport system (ITS), and also on the advanced cruise-assist highway system (AHS), which is one of the ITS components. An element of the AHS is the system that extracts and recognizes road signs from color road images to alert the driver. This paper proposes a new technique that can extract circular road signs in a practical processing time. The proposed method first discriminates the color used in the road sign (specific color) from the input color road image. Then, the target region for extraction is limited on the basis of the color distribution, so that the processing time is drastically reduced. Furthermore, by using the area ratio of the specific color in the extraction region, the extraction accuracy is improved and the processing time is reduced. In evaluation experiment using 53 color road images, a high detection rate of 94.7% was achieved. The average processing time was approximately 2.18 seconds, which is close to practical.
机译:现在,对智能运输系统(ITS)以及高级巡航辅助公路系统(AHS)进行了积极的研究,后者是ITS的组成部分。 AHS的一个要素是从彩色道路图像中提取并识别道路标志以警告驾驶员的系统。本文提出了一种可以在实际处理时间内提取圆形路标的新技术。所提出的方法首先从输入的彩色道路图像中区分出在道路标志中使用的颜色(特定颜色)。然后,基于颜色分布限制了用于提取的目标区域,从而大大减少了处理时间。此外,通过使用提取区域中的特定颜色的面积比,提高了提取精度并且减少了处理时间。在使用53条彩色道路图像进行的评估实验中,达到了94.7%的高检测率。平均处理时间约为2.18秒,接近实际水平。

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