首页> 外文会议>International Conference on Image Processing and Its Applications >Continuous estimation of the road plane for measuring obstacles using a stereo rig
【24h】

Continuous estimation of the road plane for measuring obstacles using a stereo rig

机译:使用立体声钻机测量障碍物的道路平面估计

获取原文

摘要

With increasing traffic density the demand for higher security and greater comfort for the car driver arises. Therefore new technologies are required. One of these is computer vision, which can be used to support the driver in complex situations in order to increase his security and comfort. A possible function to be used in future driver support systems is automatic object and lane marker detection. For these applications active sensors like radar or lidar show significant problems in the near vicinity of the sensor. As an alternative video can be applied for object detection, which is the subject of this paper, for longitudinal control. The problem of detecting objects outside the road plane can be solved by using the 3D information from two images of the same scene recorded from different perspectives by a stereo rig. Here the surface of the road is modelled by a plane. Then a set of eight collineation parameters can be determined which maps any point of the road from one perspective of a stereo rig to the other perspective. Applying this mapping for every pixel of one image, this image appears to be recorded from the other perspective. Obviously this is only valid for points which belong to the plane of the road. For points outside the road plane this mapping fails, resulting in a high energy in the difference image from which an object mask can be derived. From this object mask individual objects can be extracted and tracked in time.
机译:随着交通密度的增加,出现了对汽车司机的更高安全性和更大的舒适性。因此,需要新技术。其中一个是计算机愿景,可用于支持复杂情况下的驾驶员,以提高他的安全和舒适。在将来的驱动器支持系统中使用的可能功能是自动对象和车道标记检测。对于这些应用,有源传感器,如雷达或激光雷达,在传感器附近显示出重大问题。作为替代视频,可以应用于对象检测,这是本文的主题,用于纵向控制。通过使用立体声钻机从不同的视角记录的相同场景的两个图像中使用来自不同视角的相同场景的两个图像,可以解决检测道路平面外部的物体的问题。这里的道路表面由平面建模。然后可以确定一组八个Collineation参数,从立体声钻机到另一个角度来看,该参数将任何点映射到另一个角度。对一个图像的每个像素应用此映射,此图像似乎从另一个透视图记录。显然这仅适用于属于道路平面的点。对于道路平面外部的点,该映射失败,导致可以导出对象掩模的差异图像中的高能量。从此对象掩码可以在时间内提取和跟踪各个对象。

著录项

相似文献

  • 外文文献
  • 中文文献
  • 专利
获取原文

客服邮箱:kefu@zhangqiaokeyan.com

京公网安备:11010802029741号 ICP备案号:京ICP备15016152号-6 六维联合信息科技 (北京) 有限公司©版权所有
  • 客服微信

  • 服务号