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Mixing Catadioptric and Perspective Cameras

Peter Sturm 1
1 MOVI - Modeling, localization, recognition and interpretation in computer vision
GRAVIR - IMAG - Graphisme, Vision et Robotique, Inria Grenoble - Rhône-Alpes, CNRS - Centre National de la Recherche Scientifique : FR71
Abstract : We analyze relations that exist between multiple views of a static scene, where the views can be taken by any mixture of para-catadioptric, perspective or affine cameras. Concretely, we introduce the notion of fundamental matrix, trifocal and quadrifocal tensors for the different possible combinations of these camera types. We also introduce the notion of plane homography for mixed image pairs. Generally speaking, these novel multi-view relations may form the basis for the typical geometric computations like motion estimation, 3D reconstruction or (self-) calibration. A few novel algorithms illustrating some of these aspects, are described, especially concerning what we call calibration transfer, using fundamental matrices, and self-calibration from plane homographies.
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https://hal.inria.fr/inria-00525649
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Peter Sturm. Mixing Catadioptric and Perspective Cameras. OMNIVIS Third Workshop on Omnidirectional Vision, Jun 2002, Copenhagen, Denmark. pp.37-44, ⟨10.1109/OMNVIS.2002.1044489⟩. ⟨inria-00525649⟩

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