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{Jan-Michael Frahm Johannes L. Schonberger}

Abstract
Incremental Structure-from-Motion is a prevalent strategy for 3D reconstruction from unordered image collections. While incremental reconstruction systems have tremendously advanced in all regards, robustness, accuracy, completeness, and scalability remain the key problems towards building a truly general-purpose pipeline. We propose a new SfM technique that improves upon the state of the art to make a further step towards this ultimate goal. The full reconstruction pipeline is released to the public as an open-source implementation.
Benchmarks
| Benchmark | Methodology | Metrics |
|---|---|---|
| 3d-reconstruction-on-dtu | COLMAP | Acc: 0.400 Comp: 0.664 Overall: 0.532 |
| point-clouds-on-tanks-and-temples | COLMAP | Mean F1 (Advanced): 27.24 Mean F1 (Intermediate): 42.14 |
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