Title :
Optimal conditions for camera calibration using a planar template
Author :
Ricolfe-Viala, Carlos ; Sanchez-Salmeron, Antonio-Jose
Author_Institution :
Inst. de Autom. e Inf. Ind., Univ. Politec. de Valencia, Valencia, Spain
Abstract :
Different techniques exist for camera calibration based on photogrammetry or self-calibration. Much work has been done to obtain intrinsic and extrinsic camera parameters and also in data pre- and post-processing techniques. From a practical viewpoint, it is quite difficult to decide which calibration method produces the best results and even whether any data processing is necessary. This paper proposes a set of optimal performance conditions to resolve the calibration process accurately. The calibration method based on a 2D pattern has been chosen since camera is calibrated using several images of a planar template easily. The proposed optimal conditions define the number of points to design the calibration pattern, the number of images to resolve the calibration accurately, as well as positions and orientations from where images should be taken. The recommend rules will help to obtain a well-conditioned calibration process.
Keywords :
calibration; cameras; 2D pattern; camera calibration; data postprocessing technique; data preprocessing technique; extrinsic camera parameter; intrinsic camera parameter; optimal condition; planar template; Accuracy; Calibration; Cameras; Conferences; Mathematical model; Robot vision systems; Vectors; 2D pattern; Camera calibration; nonlinear calibration; optimal conditions;
Conference_Titel :
Image Processing (ICIP), 2011 18th IEEE International Conference on
Conference_Location :
Brussels
Print_ISBN :
978-1-4577-1304-0
Electronic_ISBN :
1522-4880
DOI :
10.1109/ICIP.2011.6116691