DocumentCode
1278282
Title
Geometric Calibration of Lens and Filter Distortions for Multispectral Filter-Wheel Cameras
Author
Brauers, Johannes ; Aach, Til
Author_Institution
Inst. of Imaging & Comput. Vision, RWTH Aachen Univ., Aachen, Germany
Volume
20
Issue
2
fYear
2011
Firstpage
496
Lastpage
505
Abstract
High-fidelity color image acquisition with a multispectral camera utilizes optical filters to separate the visible electromagnetic spectrum into several passbands. This is often realized with a computer-controlled filter wheel, where each position is equipped with an optical bandpass filter. For each filter wheel position, a grayscale image is acquired and the passbands are finally combined to a multispectral image. However, the different optical properties and non-coplanar alignment of the filters cause image aberrations since the optical path is slightly different for each filter wheel position. As in a normal camera system, the lens causes additional wavelength-dependent image distortions called chromatic aberrations. When transforming the multispectral image with these aberrations into an RGB image, color fringes appear, and the image exhibits a pincushion or barrel distortion. In this paper, we address both the distortions caused by the lens and by the filters. Based on a physical model of the bandpass filters, we show that the aberrations caused by the filters can be modeled by displaced image planes. The lens distortions are modeled by an extended pinhole camera model, which results in a remaining mean calibration error of only 0.07 pixels. Using an absolute calibration target, we then geometrically calibrate each passband and compensate for both lens and filter distortions simultaneously. We show that both types of aberrations can be compensated and present detailed results on the remaining calibration errors.
Keywords
calibration; cameras; data acquisition; distortion; geometrical optics; image colour analysis; optical filters; color image acquisition; electromagnetic spectrum; filter distortions; geometric calibration; lens; multispectral filter-wheel cameras; optical filters; Cameras; Lenses; Optical distortion; Optical imaging; Optical sensors; Passband; Wheels; Camera calibration; chromatic aberration; geometric distortion; multispectral image processing; multispectral imaging model;
fLanguage
English
Journal_Title
Image Processing, IEEE Transactions on
Publisher
ieee
ISSN
1057-7149
Type
jour
DOI
10.1109/TIP.2010.2062193
Filename
5530383
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