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一种鲁棒的非平坦路面车道线检测算法

Keywords: 车道线检测,非平坦路面,逆透视变换,Hough变换

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Abstract:

提出了一种鲁棒的非平坦路面车道线检测算法.给出一种简单的逆透视变换方法,该方法不依赖于摄像机参数,计算简便.基于法向车道线模型研究了车道线的线特征提取方法,结合线特征的方向特性和强度信息,提出了改进的Hough变换车道线直线检测方法,有效提高了检测的鲁棒性和计算速度.利用检测出的直线对车道线进行精确定位,采用加权最小二乘曲线拟合方法完整地提取出图像中的车道线.实验证明,算法在弯道和非平坦路面上都能准确地提取出车道线,具有较强的鲁棒性.

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