Article ID Journal Published Year Pages File Type
5775397 Advances in Applied Mathematics 2017 30 Pages PDF
Abstract
We present a new framework for multi-view geometry in computer vision. A camera is a mapping between P3 and a line congruence. This model, which ignores image planes and measurements, is a natural abstraction of traditional pinhole cameras. It includes two-slit cameras, pushbroom cameras, catadioptric cameras, and many more. We study the concurrent lines variety, which consists of n-tuples of lines in P3 that intersect at a point. Combining its equations with those of various congruences, we derive constraints for corresponding images in multiple views. We also study photographic cameras which use image measurements and are modeled as rational maps from P3 to P2 or P1×P1.
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Physical Sciences and Engineering Mathematics Applied Mathematics
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