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Algebra and geometry of camera resectioning

Authors: Erin Connelly; Timothy Duff; Jessie Loucks-Tavitas;

Algebra and geometry of camera resectioning

Abstract

We study algebraic varieties associated with the camera resectioning problem. We characterize these resectioning varieties’ multigraded vanishing ideals using Gröbner basis techniques. As an application, we derive and re-interpret celebrated results in geometric computer vision related to camera-point duality. We also clarify some relationships between the classical problems of optimal resectioning and triangulation, state a conjectural formula for the Euclidean distance degree of the resectioning variety, and discuss how this conjecture relates to the recently-resolved multiview conjecture.

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Keywords

FOS: Computer and information sciences, Computer Vision and Pattern Recognition (cs.CV), Numerical computation of solutions to systems of equations, Computer Science - Computer Vision and Pattern Recognition, 13P10, 14Q99, 68T45, Mathematics - Commutative Algebra, Commutative Algebra (math.AC), Polynomial rings and ideals; rings of integer-valued polynomials, Mathematics - Algebraic Geometry, Computational aspects of higher-dimensional varieties, FOS: Mathematics, Algebraic Geometry (math.AG), Computational issues in computer and robotic vision

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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!
0
Average
Average
Average
Green