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2019 CVPR CVPR 2019

Coordinate-Free Carlsson-Weinshall Duality and Relative Multi-View Geometry

We present a coordinate-free description of Carlsson-Weinshall duality between scene points and camera pinholes and use it to derive a new characterization of primal/dual multi-view geometry. In the case of three views, a particular set of reduced trilinearities provide a novel parameterization of camera geometry that, unlike existing ones, is subject only to very simple internal constraints. These trilinearities lead to new "quasi-linear" algorithms for primal and dual structure from motion. We include some preliminary experiments with real and synthetic data.

🌉 Interdisciplinary Bridge - Computer Science and Computer Vision and Mathematics & Optimization
🐣 Hot Topic Early Bird - multi-view geometry

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