Title :
Nonmetric calibration of camera lens distortion using concentric circles pattern
Author :
Wu, Jun-Fang ; Liu, Gui-Xiong
Author_Institution :
Sch. of Mech. & Automotive Eng., South China Univ. of Technol., Guangzhou, China
Abstract :
A method of distortion calibration for camera is proposed. The distortion center and distortion coefficients are estimated separately. The planar concentric circles are used as the calibration pattern. By analyzing the geometrical and projective characters of concentric circles, we deduce that the line connecting the centroids of distorted concentric circles must go through the distortion center. This is utilized to compute the distortion parameters and the solution in the sense of least square are obtained. The proposed approach is entirely noniterative, therefore it keeps away from the procedure of iterative optimization. On the other hand, it is nonmetric, thus it is low cost. Experiments on both synthetic and real image data are reported. The results show our method behaves excellently. Moreover, the capability of our method to resist noise is satisfying.
Keywords :
calibration; cameras; distortion; iterative methods; optimisation; photographic lenses; camera lens distortion; concentric circles pattern; distortion calibration; iterative optimization; nonmetric calibration; planar concentric circles; Automotive engineering; Calibration; Cameras; Distortion measurement; Geometry; Iterative methods; Joining processes; Lenses; Nonlinear distortion; Parameter estimation; camera calibration; lens distortion; noniterative; nonmetric estimation;
Conference_Titel :
Mechanic Automation and Control Engineering (MACE), 2010 International Conference on
Conference_Location :
Wuhan
Print_ISBN :
978-1-4244-7737-1
DOI :
10.1109/MACE.2010.5535290