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Part of book or chapter of book
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Conference object . 1998
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https://doi.org/10.1007/bfb005...
Part of book or chapter of book . 1998 . Peer-reviewed
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Autocalibration from planar scenes

Authors: Triggs, Bill;

Autocalibration from planar scenes

Abstract

This paper describes the theory and a practical algorithm for the autocalibration of a moving projective camera, from m ≥ 5 views of a planar scene. The unknown camera calibration, motion and scene geometry are recovered up to scale, from constraints encoding the motion-invariance of the camera's internal parameters. This extends the domain of autocalibration from the classical non-planar case to the practically common planar one, in which the solution can not be bootstrapped from an intermediate projective reconstruction. It also generalizes Hartley's method for the internal calibration of a rotating camera, to allow camera translation and to provide 3D as well as calibration information. The basic constraint is that orthogonal directions (points at infinity) in the plane must project to orthogonal directions in the calibrated images. Abstractly, the plane's two circular points (representing its Euclidean structure) lie on the 3D absolute conic, so their projections must lie on the absolute image conic (representing the camera calibration). The resulting algorithm optimizes this constraint numerically over all circular points and all projective calibration parameters, using the inter-image homographies as a projective scene representation.

Country
France
Keywords

Autocalibration, [INFO.INFO-CV] Computer Science [cs]/Computer Vision and Pattern Recognition [cs.CV], Absolute Conic & Quadric, Planar Scenes, Euclidean structure

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    influence
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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
127
Top 10%
Top 1%
Top 10%
Green