Title :
A Method of Calibrating the Intrinsic and Extrinsic Camera Parameters Separately for Multi-Camera Systems
Author :
Zhao, Jie ; Yan, Dong-ming ; Men, Guo-zun ; Zhang, Ying-Kang
Author_Institution :
Hebei Univ., Baoding
Abstract :
In this paper, a flexible method of camera calibration is proposed: Firstly, calibrate the intrinsic camera parameters including a coefficient of radial distortion by moving a ID object (points aligned on a line) with a invisible fixed point; Secondly, calibrate the extrinsic camera parameters relative to a given world coordinate system using the four-point object which right-angle shaped involving three collinear points and one point on the perpendicular direction. The calibration objects are simple to make and can be perfectly observed from any orientations. With these merits, the method is very practical to calibrate the multi-camera systems. Experimental results show that, the calibration is of high precision and the procedure is very convenient.
Keywords :
calibration; image sensors; camera calibration; extrinsic camera parameters; intrinsic camera parameters; multi-camera systems; radial distortion; Calibration; Cameras; Computer vision; Cybernetics; Educational institutions; Geometrical optics; Lenses; Machine learning; Optical distortion; Pixel; 1D object; Camera calibration; Camera parameters; L-M Algorithm; Multiple cameras; Radial distortion;
Conference_Titel :
Machine Learning and Cybernetics, 2007 International Conference on
Conference_Location :
Hong Kong
Print_ISBN :
978-1-4244-0973-0
Electronic_ISBN :
978-1-4244-0973-0
DOI :
10.1109/ICMLC.2007.4370391