Title :
Calibration of Camera Parameters with the Radial Distotion for the GRB Robot Vision System
Author :
Bai, Xue ; Suo-lin, Duan ; Ling, Zou ; Yun-feng, Li
Author_Institution :
Robot. Inst., Changzhou Univ., Changzhou, China
Abstract :
A nonlinear camera model with one order radial distortion is established for the GRB-400 robot vision system in this paper. Firstly, the coordinates of the calibrated image are collected by Matrox image acquisition card, and then distortion parameters of camera are worked out by the established linear equation based on radial alignment constraint (RAC). The image is corrected by the distortion parameters, which can improve the location accuracy of target object. At same time, the robustness of robot vision systems is improved when camera calibration parameters change. The experimental results show that this method has higher precision in the calibration.
Keywords :
calibration; robot vision; GRB-400 robot vision system; Matrox image acquisition card; RAC; camera calibration parameters; image calibration; linear equation; nonlinear camera model; radial alignment constraint; radial distortion; target object location accuracy; Calibration; Cameras; Mathematical model; Nonlinear distortion; Robot kinematics; Robot vision systems; camera calibration; cross ratio invariability; radial alignment constraint; radial distortion;
Conference_Titel :
Intelligent Human-Machine Systems and Cybernetics (IHMSC), 2012 4th International Conference on
Conference_Location :
Nanchang, Jiangxi
Print_ISBN :
978-1-4673-1902-7
DOI :
10.1109/IHMSC.2012.55