• •    

基于梯形棋盘格的摄像机和激光雷达标定方法研究

贾子永1,任国全2,李冬伟2,程子阳1   

  1. 1. 军械工程学院
    2. 军械工程学院 火炮工程系,石家庄 050003
  • 收稿日期:2016-12-21 修回日期:2017-02-22 发布日期:2017-02-22
  • 通讯作者: 贾子永

Research on Joint Calibration Method of Camera and LIDAR Based on the Trapezoidal Checkerboard

  • Received:2016-12-21 Revised:2017-02-22 Online:2017-02-22

摘要: 针对无人车自主跟随目标车辆检测过程中需要对激光雷达数据和摄像机图像进行信息融合的问题,提出了一种基于梯形棋盘格标定板对激光雷达和摄像机进行联合标定的方法。利用激光雷达在梯形标定板上的扫描信息,获取激光雷达安装的俯仰角和安装高度;通过梯形标定板上的黑白棋盘格标定出摄像机相对于车体的外参数。结合激光雷达数据点与图像像素坐标之间的对应关系,对两个传感器进行联合标定。最后综合激光雷达和摄像机的标定结果,对激光雷达数据和摄像机图像进行了像素级的数据融合。该方法只要让梯形标定板放置在车体前方,采集一次图像和激光雷达数据就可以满足整个标定过程,实现两种类型传感器的标定。通过激光雷达数据和视觉图像融合的效果图以及与现有较先进的方法进行比较,结果表明该方法有效地完成激光雷达与摄像机的空间对准,且标定过程简单快速。

关键词: 激光雷达, 摄像机, 联合标定, 无人车, 信息融合

Abstract: Concern the practical application of vehicle tracking in Unmanned Ground Vehicle(UGV) Leader-follower Systems,a calibration method based on the trapezoidal checkerboard calibration board was proposed to realize the joint calibration of Li DAR(Light Detection And Ranging) and camera, and realize the projection of Li DAR and camera data fusion. During the experiment, the trapezoidal checkerboard was placed vertically in front of the vehicle, and the elevation angle of the Li DAR was obtained by the board. Combining the results of the first two steps and the correspondence between Li DAR points and the image pixel coordinates, the feature points are selected and the two sensors are jointly calibrated. At last, the Li DAR and camera image are integrated into pixel level based on the calibration results. Once the image and Li DAR data are acquired, the whole calibration process can be satisfied. The experiments results show that the method can effectively accomplish the spatial alignment between the Li DAR and the camera.

Key words: Light Detection And Ranging (Li DAR), camera, Unmanned Ground Vehicle (UGV), joint calibration, information fusion

中图分类号: