Improving the Efficiency of SfM and its Applications
Siddharth Choudhary
Broschiertes Buch

Improving the Efficiency of SfM and its Applications

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Large scale reconstructions from community photo collections is rich in information that can interpreted as a sampling of the geometry and appearance of the underlying space. In this dissertation, we encode the visibility information between and among points and cameras as visibility probabilities. The conditional visibility probability of a set of points on a point (or a set of cameras on a camera) can be used to select points (or cameras) based on their dependence or independence. We use it to ef ciently solve the problems of image localization and feature triangulation. Other than image loc...