Computing Structure and Motion of General 3D Rigid Curves from Monocular Sequences of Perspective Images

Théodore Papadopoulo 1 Olivier Faugeras
1 ROBOTVIS - Computer Vision and Robotics
CRISAM - Inria Sophia Antipolis - Méditerranée
Abstract : This report discusses the problem of recovering 3D motion and structure for rigid curves. For this purpose, we use long monocular sequences of images of the curve and compute some set of derivatives (up to the second order) that are defined on the so-called spatio-temporal surface generated by the curve. For general 3D rigid curves, there is exactly one constraint for each image point that relates these derivatives to the kinematic screw and its first order time derivative. These equations derive directly from the perspective equations. However, this theory ignores (as does the projective model of cameras) the fact that the viewed object must be entirely in front of the focal plane. In this paper, we provide a complete description (up to second order) of these conditions and of their geometrical consequences for 3D reconstruction. Moreover, the relations between the geometry of the image curve and the kinematic screw are investigated. We show that ignoring these constraints leads to erroneous solutions with a high probability even when using perfect data. Then, an algorithm which takes advantage of these constraints is proposed. The accuracy of the obtained results is demonstrated on both synthetic and real image sequences.
Type de document :
Rapport
RR-2765, INRIA. 1995
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https://hal.inria.fr/inria-00073926
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Soumis le : mercredi 24 mai 2006 - 14:06:15
Dernière modification le : samedi 27 janvier 2018 - 01:31:29
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Théodore Papadopoulo, Olivier Faugeras. Computing Structure and Motion of General 3D Rigid Curves from Monocular Sequences of Perspective Images. RR-2765, INRIA. 1995. 〈inria-00073926〉

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