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Stereo vision based road scene segment and vehicle detection

机译:基于立体视觉的道路场景分割和车辆检测

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A stereo vision based road scene segment and vehicle detection method was proposed in this paper. In the method, First, dynamic programming was used for stereo matching, and then mismatching pixels were removed by left-right-consistency check; Second, V disparity was built by computing the disparity map, and a fast projection based line detection method was used to detect lines in V disparity map, after that, the road surface and vanishing line was extracted, and the intersection point between road and vehicle was computed; Third, the U disparity map was built to detect the horizontal position of vehicle. The experiment results have shown that our method not only can extract road area correctly, but also can detect vehicle position correctly too.
机译:提出了一种基于立体视觉的道路场景分割与车辆检测方法。在该方法中,首先,使用动态编程进行立体匹配,然后通过左右一致性检查去除不匹配的像素;其次,通过计算视差图来建立V视差,并使用基于快速投影的线检测方法检测V视差图中的线,然后提取路面和消失线,并确定道路与车辆的交点。经过计算;第三,建立U视差图以检测车辆的水平位置。实验结果表明,该方法不仅可以正确提取道路面积,还可以正确检测车辆位置。

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