Title :
Automatic camera calibration for a multiple-sensor integrated coordinate measurement system
Author :
Shen, Tzung-Sz ; Menq, Chia-Hsiang
Author_Institution :
Dept. of Mech. Eng., Ohio State Univ., Columbus, OH, USA
fDate :
8/1/2001 12:00:00 AM
Abstract :
An automatic camera calibration scheme that utilizes a coordinate measuring machine (CMM) and a camera calibration algorithm is presented for a multiple-sensor integrated coordinate measurement system. In the proposed calibration scheme, the touch probe tip carried by the CMM is employed to automatically generate high-precision calibration target points for camera calibration and sensor integration. A camera calibration algorithm with analytical formulations is developed to calibrate camera parameters in three stages without nonlinear minimization procedures. Simulations and experiments were performed to verify the proposed camera calibration algorithm. The precision of the automatic camera calibration scheme is also evaluated
Keywords :
CCD image sensors; calibration; computer vision; matrix algebra; automatic camera calibration; high-precision calibration target points; multiple-sensor integrated coordinate measurement system; precision; sensor integration; touch probe tip; Calibration; Cameras; Coordinate measuring machines; Lenses; Machine vision; Minimization methods; Nonlinear distortion; Probes; Sensor systems; Tactile sensors;
Journal_Title :
Robotics and Automation, IEEE Transactions on