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Calibration of Cameras with Radially Symmetric Distortion

Jean-Philippe Tardif 1 Peter Sturm 2 Martin Trudeau 1 Sébastien Roy 1 
2 PERCEPTION - Interpretation and Modelling of Images and Videos
Inria Grenoble - Rhône-Alpes, LJK - Laboratoire Jean Kuntzmann, Grenoble INP - Institut polytechnique de Grenoble - Grenoble Institute of Technology
Abstract : We present algorithms for plane-based calibration of general radially distorted cameras. By this we understand cameras that have a distortion center and an optical axis such that the projection rays of pixels lying on a circle centered on the distortion center, form a right viewing cone centered on the optical axis. The camera is said to have a single viewpoint (SVP) if all such viewing cones have the same apex (the optical center), otherwise we speak of NSVP cases. This model encompasses the classical radial distortion model [4], fisheyes and most central or non-central catadioptric cameras. Calibration consists in the estimation of the distortion center, the opening angles of all viewing cones and their optical centers. We present two approaches of computing a full calibration from dense correspondences of a single or multiple planes with known Euclidean structure. The first one is based on a geometric constraint linking viewing cones and their intersections with the calibration plane (conic sections). The second approach is an homography-based method. Experiments using simulated and a broad variety of real cameras show great stability. Furthermore, we provide a comparison with Hartley-Kang's algorithm [14], which however can not handle such a broad variety of camera configurations, showing similar performance.
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Submitted on : Thursday, May 14, 2009 - 4:02:05 PM
Last modification on : Thursday, January 20, 2022 - 5:30:16 PM
Long-term archiving on: : Monday, October 15, 2012 - 10:25:59 AM


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Jean-Philippe Tardif, Peter Sturm, Martin Trudeau, Sébastien Roy. Calibration of Cameras with Radially Symmetric Distortion. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2009, 31 (9), pp.1552-1566. ⟨10.1109/TPAMI.2008.202⟩. ⟨inria-00384203⟩



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