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Conference Paper Camera Calibration from a Single Image based on Coupled Line Cameras and Rectangle Constraint
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Authors
Joo-Haeng Lee
Issue Date
2012-11
Citation
International Conference on Pattern Recognition (ICPR) 2012, pp.758-762
Language
English
Type
Conference Paper
Abstract
Given a single image of a scene rectangle of an unknown aspect ratio and size, we present a method to reconstruct the projective structure and to find camera parameters including focal length, position, and orientation. First, we solve the special case when the center of a scene rectangle is projected to the image center. We formulate this problem with coupled line cameras and present the analytic solution for it. Then, by prefixing a simple preprocessing step, we solve the general case without the centering constraint. We also provides a determinant to tell if an image quadrilateral is a projection of a rectangle. We demonstrate the performance of the proposed method with synthetic and real data.
KSP Keywords
Camera Calibration, Focal length, Image Center, Real data, Single image, analytic solution, aspect ratio, camera parameters, coupled line cameras(CLCs)