Title :
A method of spatial calibration for camera and radar
Author :
Gao, Dezhi ; Duan, Jianmin ; Yang, Xining ; Zheng, Banggui
Author_Institution :
Coll. of Electron. Inf. & Control Eng., Beijing Univ. of Technol., Beijing, China
Abstract :
The technique of multi-sensor fusion has already been used widely in intelligent vehicle environment perception. The spatial calibration of the radar and camera is the basis for road detection with information fusion real-timely. So, a method of spatial calibration of radar and the camera has been proposed to implement the spatial calibration of the two sensors. The non-linear distortion of the camera is considered in the paper. Coordinate transformation between the coordinates relevant to the radar and camera is introduced as the constraints. After transforming the feature between the related coordinates of image and the relative coordinates of radar, the calibration parameters are determined with the least square error function. Experiment results indicate that this method is simple and easy to realize, which has the high accuracy that satisfy requirement of the system.
Keywords :
calibration; cameras; object detection; radar; road vehicles; sensor fusion; camera; information fusion; intelligent vehicle environment perception; multi-sensor fusion; nonlinear distortion; radar; road detection; spatial calibration; Calibration; Cameras; Charge coupled devices; Laser radar; Radar imaging; Sensors; camera; laser radar; multi-sensor data fusion; spatial calibration;
Conference_Titel :
Intelligent Control and Automation (WCICA), 2010 8th World Congress on
Conference_Location :
Jinan
Print_ISBN :
978-1-4244-6712-9
DOI :
10.1109/WCICA.2010.5554411