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An Enhanced Structure-from-Motion Paradigm based on the Absolute Dual Quadric and Images of Circular Points

Calvet, Lilian and Gurdjos, Pierre An Enhanced Structure-from-Motion Paradigm based on the Absolute Dual Quadric and Images of Circular Points. (2013) In: International Conference on Computer Vision - ICCV 2013, 1 December 2013 - 8 December 2013 (Sydney, Australia).

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Official URL: http://dx.doi.org/10.1109/ICCV.2013.126

Abstract

This work aims at introducing a new unified Structure-from-Motion (SfM) paradigm in which images of circular point-pairs can be combined with images of natural points. An imaged circular point-pair encodes the 2D Euclidean structure of a world plane and can easily be derived from the image of a planar shape, especially those including circles. A classical SfM method generally runs two steps: first a projective factorization of all matched image points (into projective cameras and points) and second a camera self-calibration that updates the obtained world from projective to Euclidean. This work shows how to introduce images of circular points in these two SfM steps while its key contribution is to provide the theoretical foundations for combining “classical” linear self-calibration constraints with additional ones derived from such images. We show that the two proposed SfM steps clearly contribute to better results than the classical approach. We validate our contributions on synthetic and real images.

Item Type:Conference or Workshop Item (Paper)
Additional Information:Thanks to IEEE editor. The definitive version is available at http://ieeexplore.ieee.org/ The original PDF of the article can be found at IEEE website : http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=6751232
HAL Id:hal-01166965
Audience (conference):International conference proceedings
Uncontrolled Keywords:
Institution:Université de Toulouse > Institut National Polytechnique de Toulouse - INPT (FRANCE)
French research institutions > Centre National de la Recherche Scientifique - CNRS (FRANCE)
Université de Toulouse > Université Toulouse III - Paul Sabatier - UPS (FRANCE)
Université de Toulouse > Université Toulouse - Jean Jaurès - UT2J (FRANCE)
Université de Toulouse > Université Toulouse 1 Capitole - UT1 (FRANCE)
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Deposited By: IRIT IRIT
Deposited On:23 Jun 2015 13:27

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