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An approach for traffic prohibition sign detection

机译:一种交通禁止标志检测的方法

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摘要

This paper presents an off-line traffic prohibition sign detection approach, whose core is based on combination with the color feature of traffic prohibition signs, shape feature and degree of circularity. Matlab-Image-processing toolbox is used for this purpose. In order to reduce the computational cost, a pre-processing of the image is applied before the core. Then, we employ the obvious redness attribute of prohibition signs to coarsely eliminate the non-redness image in the input data. Again, a edge-detection operator, Canny edge detector, is applied to extract the potential edge. Finally, Degree of circularity is used to verdict the traffic prohibition sign. Experimental results show that our systems offer satisfactory performance.
机译:本文提出了一种离线交通禁止标志检测方法,其核心是基于交通禁止标志的颜色特征,形状特征和圆度的组合。 Matlab图像处理工具箱用于此目的。为了减少计算成本,在核心之前应用图像的预处理。然后,我们使用禁止标志的明显红色属性来粗略消除输入数据中的非红色图像。再次,使用边缘检测算子Canny边缘检测器提取潜在边缘。最后,圆度用于判断交通禁止标志。实验结果表明,我们的系统可提供令人满意的性能。

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