论文标题

LIDAR,IMU和相机的外部校准

Extrinsic Calibration of LiDAR, IMU and Camera

论文作者

Mishra, Subodh, Saripalli, Srikanth

论文摘要

在这项工作中,我们提出了一种新的方法,可以共同校准传感器套件,该套件在扩展的卡尔曼滤波器(EKF)框架下组成3D-LIDAR,惯性测量单元(IMU)和摄像头。我们利用了3个传感器对之间的成对约束来执行EKF更新,并通过实验证明了通过关节校准获得的出色性能,并针对单个传感器对校准。

In this work we present a novel method to jointly calibrate a sensor suite consisting a 3D-LiDAR, Inertial Measurement Unit (IMU) and Camera under an Extended Kalman Filter (EKF) framework. We exploit pairwise constraints between the 3 sensor pairs to perform EKF update and experimentally demonstrate the superior performance obtained with joint calibration as against individual sensor pair calibration.

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