DocumentCode
2835018
Title
Lens distortion correction with a calibration harp
Author
Von Gioi, R. Grompone ; Monasse, P. ; Morel, J.-M. ; Tang, Z.
Author_Institution
CMLA, ENS-Cachan, Cachan, France
fYear
2011
fDate
11-14 Sept. 2011
Firstpage
617
Lastpage
620
Abstract
Plumb line lens distortion correction methods permit to avoid numerical compensation between the camera internal and external parameters in global calibration method. Once the distortion has been corrected by a plumb line method, the cam era is ensured to transform, up to the distortion precision, 3D straight lines into 2D straight lines, and therefore becomes a pinhole camera. This paper introduces a plumb line method for correcting and evaluating camera lens distortion with high precision. The evaluation criterion is defined as the average standard deviation from straightness of a set of approximately equally spaced straight strings photographed uniformly in all directions by the camera, so that their image crosses the whole camera field. The method uses an easily built "calibration harp," namely a frame on which good quality strings have been tightly stretched to ensure a very high physical straight ness. Real experiments confirm that our method produces high precision corrections (less than 0.05 pixel), approximating the distortion with a large number of degrees of freedom given by a polynomial model of order eleven.
Keywords
calibration; cameras; computer vision; error compensation; optical distortion; photographic lenses; polynomial approximation; 3D straight lines; calibration harp; camera lens distortion correction; global calibration method; high precision corrections; numerical compensation; pinhole camera; plumb line lens distortion correction methods; quality strings; Approximation methods; Calibration; Cameras; Image edge detection; Lenses; Nonlinear distortion; Polynomials; Lens distortion; error compensation; plumb lines; polynomial model;
fLanguage
English
Publisher
ieee
Conference_Titel
Image Processing (ICIP), 2011 18th IEEE International Conference on
Conference_Location
Brussels
ISSN
1522-4880
Print_ISBN
978-1-4577-1304-0
Electronic_ISBN
1522-4880
Type
conf
DOI
10.1109/ICIP.2011.6116626
Filename
6116626
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