DocumentCode
2352814
Title
Lens Radial Distortion Calibration Using Homography of Central Points
Author
Nowakowski, Artur ; Skarbek, Wladyslaw
Author_Institution
Warsaw Univ. of Technol., Warsaw
fYear
2007
fDate
9-12 Sept. 2007
Firstpage
340
Lastpage
343
Abstract
We present a novel method for radial lens distortion calibration which results in high accuracy of compensation. It is based on single image of planar chessboard pattern and uses the extracted distorted grid of points. Due to homographic approach, no special alignment of the camera with regard to the calibration object is required. Undistorted grid is determined from the central points of the image and used to find the radial distortion model using linear least square method (LSM). The model is used for dense compensation by bilinear interpolation or for sparse compensation by Newton iterative scheme.
Keywords
calibration; image processing; interpolation; iterative methods; least squares approximations; lenses; optical distortion; optical images; LSM; Newton iterative scheme; bilinear interpolation; dense compensation; homography; image central point; lens radial distortion calibration; linear least square method; planar chessboard pattern; sparse compensation; Calibration; Cameras; Equations; Indexing; Lenses; Nonlinear distortion; Nonlinear optics; Optical distortion; Polynomials; Principal component analysis; camera calibration; homography; nonlinear distortion; optical distortion;
fLanguage
English
Publisher
ieee
Conference_Titel
EUROCON, 2007. The International Conference on "Computer as a Tool"
Conference_Location
Warsaw
Print_ISBN
978-1-4244-0813-9
Electronic_ISBN
978-1-4244-0813-9
Type
conf
DOI
10.1109/EURCON.2007.4400578
Filename
4400578
Link To Document