DocumentCode
2353003
Title
Differential methods for nonmetric calibration of camera lens distortion
Author
Ahmed, Moumen T. ; Farag, Aly A.
Author_Institution
Comput. Vision & Image Process. Lab., Louisville Univ., KY, USA
Volume
2
fYear
2001
fDate
2001
Abstract
This paper addresses the problem of calibrating camera lens distortion, which can be significant in medium to wide angle lenses. Our approach is based on the analysis of distorted images of straight lines. We derive new distortion measures that can be optimized using non-linear search techniques to find the best distortion parameters that straighten these lines. Unlike other approaches, we also provide fast, closed-form solutions to the distortion coefficients. Experiments to evaluate the performance of this approach on synthetic and real data are reported.
Keywords
calibration; cameras; computer vision; image processing equipment; lenses; camera lens distortion; closed-form solutions; differential methods; distorted images; distortion measures; nonlinear search techniques; nonmetric calibration; straight lines; Calibration; Cameras; Computer vision; Distortion measurement; Image processing; Laboratories; Layout; Lenses; Nonlinear distortion; Parameter estimation;
fLanguage
English
Publisher
ieee
Conference_Titel
Computer Vision and Pattern Recognition, 2001. CVPR 2001. Proceedings of the 2001 IEEE Computer Society Conference on
ISSN
1063-6919
Print_ISBN
0-7695-1272-0
Type
conf
DOI
10.1109/CVPR.2001.991000
Filename
991000
Link To Document