Coordinate-Free Carlsson-Weinshall Duality and Relative Multi-View Geometry
2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)(2019)
摘要
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.
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关键词
3D from Multiview and Sensors,Computer Vision Theory
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