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A Fast Vanishing Point Detection Method in Structured Road

机译:结构化道路中的快速消失点检测方法

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Vanishing point detection plays a very important role in road detection, since road boundaries pass the vanishing point and the line of boundaries can be extracted by the information of the vanishing point location. In this paper, a fast vanishing point detection method based on texture features is presented for structured road, which uses joint activities of only four Gabor filters to estimate the local dominant orientation at each pixel and votes to estimate the location of vanishing point. Furthermore, a step of edge detection is adopted before vanishing point voting which greatly reduce the computational. Experimental results show that the proposed algorithm has a good performance on the detection of the vanishing point of structured road.
机译:消失点检测在道路检测中起着非常重要的作用,因为道路边界通过了消失点,并且可以通过消失点位置的信息来提取边界线。本文提出了一种基于纹理特征的结构化道路快速消失点检测方法,该方法仅使用四个Gabor滤波器的联合活动来估计每个像素的局部主导方向,并通过投票来估计消失点的位置。此外,在消失点投票之前采用边缘检测步骤,这大大减少了计算量。实验结果表明,该算法在结构化道路消失点检测中具有良好的性能。

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