Title :
A simple and analytical procedure for calibrating extrinsic camera parameters
Author_Institution :
Key Lab. of Complex Syst. & Intelligence Sci., Chinese Acad. of Sci., Beijing, China
Abstract :
This paper presents a simple and analytical procedure for calibrating extrinsic camera parameters. First, a calibration equation that separates rotational and translational parameters is given. The calibrating equation involves only rotational parameters and requires no absolute position information. A four-point calibration procedure is proposed that involves three points on a line and one point out of the line, and leads to four possible calibration solutions, obtained analytically. Additional steps required to eliminate false solutions are also discussed. Once the true rotational parameters are identified, the translational parameters are obtained analytically and uniquely with additional absolute position information. The required absolute position information appears in a simple and explicit form. For extrinsic calibration among multiple cameras, such as stereo cameras, it is easy to show that the absolution position information is not needed.
Keywords :
active vision; calibration; cameras; image sensors; robot vision; active vision; calibration equation; calibration procedure; computer vision; extrinsic camera parameters; false solutions; four-point procedure; image coordinates; multiple camera systems; rotational parameters; translational parameters; true parameters; Calibration; Cameras; Computerized monitoring; Equations; Focusing; Information analysis; Navigation; Robot kinematics; Robot vision systems; Robotics and automation;
Journal_Title :
Robotics and Automation, IEEE Transactions on
DOI :
10.1109/TRA.2003.820919