Detecting and positioning overtaking vehicles using 1D optical flow

Daniel Hultqvist, Jacob Roll, Fredrik Svensson, J. Dahlin, Thomas Bo Schön
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引用次数: 22

Abstract

We are concerned with the problem of detecting an overtaking vehicle using a single camera mounted behind the ego-vehicle windscreen. The proposed solution makes use of 1D optical flow evaluated along lines parallel to the motion of the overtaking vehicles. The 1D optical flow is computed by tracking features along these lines. Based on these features, the position of the overtaking vehicle can also be estimated. The proposed solution has been implemented and tested in real time with promising results. The video data was recorded during test drives in normal traffic conditions in Sweden and Germany.
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利用一维光流检测和定位超车车辆
我们关注的是使用安装在自动驾驶汽车挡风玻璃后面的单个摄像头来检测超车车辆的问题。该方案利用平行于超车运动方向的一维光流进行评估。一维光流通过沿着这些线跟踪特征来计算。根据这些特征,还可以估计出超车车辆的位置。所提出的解决方案已被实时实施和测试,并取得了良好的结果。视频数据是在瑞典和德国正常交通条件下的试驾过程中录制的。
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