Title :
Active intrinsic calibration using vanishing points
Author :
Daniilidis, Konstantinos ; Ernst, Jorg
Author_Institution :
Comput. Sci. Inst., Kiel Univ., Germany
Abstract :
During a fixed axis camera rotation every image point is moving on a conic section. If the point is a vanishing point the conic section is invariant to possible translations of the observer. Given the rotation axis and the inter-frame correspondence of a set of parallel lines we are able to compute the intrinsic parameters without knowledge of the rotation angles. We propagate the error covariances and we remove the bias in the computation of the conic. We experimentally study the sensitivity of calibration to the amount of rotation and we compare our performance to the performance of a recent active calibration technique
Keywords :
active vision; calibration; image classification; active intrinsic calibration; conic section; error covariances; fixed axis camera rotation; image point; inter-frame correspondence; observer; parallel lines; rotation axis; vanishing points; Calibration; Cameras; Computational geometry; Computer science; Concurrent computing; Mobile robots; Pixel; Robot kinematics; Robot vision systems; Robustness;
Conference_Titel :
Computer Vision and Pattern Recognition, 1996. Proceedings CVPR '96, 1996 IEEE Computer Society Conference on
Conference_Location :
San Francisco, CA
Print_ISBN :
0-8186-7259-5
DOI :
10.1109/CVPR.1996.517150