Title :
Accuracy improvement in structured light system calibration using plane based residual error compensation
Author :
Dong Han ; Chimienti, Antonio ; Menga, Giuseppe
Author_Institution :
Dipt. di Elettron., Inf. e Bioingegneria, Politec. di Milano, Milan, Italy
Abstract :
In the area of structured light system calibration, efforts have been made in improving the performance of an open loop system, which involves data acquisition, model establishment and model parameter identification. In this paper, we introduce a closed loop design concept for structured light system calibration. In addition to the commonly used circular control point based geometric calibration procedure, a planarity error compensation algorithm is proposed as a system feedback to further reduce the systematic error. Our method compensates the largest proportion of the calibration error, in most cases being the model error of the lens distortion in the projector, by rectifying the reconstruction of a planar surface. Experimental results show that the compensation improves the calibration accuracy. The planarity error after compensation is comparable to a well-reputed industrial mechanical measuring machine.
Keywords :
calibration; cameras; data acquisition; error compensation; lenses; measurement errors; optical projectors; surface reconstruction; calibration accuracy; calibration error; circular control point based geometric calibration; closed loop design concept; data acquisition; model establishment; model parameter identification; open loop system; planar surface reconstruction; planarity error compensation algorithm; structured light system calibration; Accuracy; Calibration; Cameras; Image reconstruction; Lenses; Measurement uncertainty; Table lookup; camera calibration; compensation; structured light system;
Conference_Titel :
Visual Information Processing (EUVIP), 2013 4th European Workshop on
Conference_Location :
Paris