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Generic and Real-Time Structure from Motion

Abstract : We introduce a generic and incremental Structure from Motion method. By generic, we mean that the proposed method is independent of any specific camera model. During the incremental 3D reconstruction, parameters of 3D points and camera poses are refined simultaneously by a generic local bundle adjustment that minimizes an angular error between rays. This method has three main advantages: it is generic, fast and accurate. The proposed method is evaluated by experiments on real data with three kinds of calibrated cameras: stereo rig, perspective and catadioptric cameras.
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https://hal.archives-ouvertes.fr/hal-01635674
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Submitted on : Wednesday, November 15, 2017 - 3:13:27 PM
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  • HAL Id : hal-01635674, version 1

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E Mouragnon, Maxime Lhuillier, M Dhome, F Dekeyser, P Sayd. Generic and Real-Time Structure from Motion. British Machine Vision Conference 2007 (BMVC 2007), Sep 2007, Warwick, United Kingdom. ⟨hal-01635674⟩

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