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3 months ago

Structure-From-Motion Revisited

{Jan-Michael Frahm Johannes L. Schonberger}

Structure-From-Motion Revisited

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

BenchmarkMethodologyMetrics
3d-reconstruction-on-dtuCOLMAP
Acc: 0.400
Comp: 0.664
Overall: 0.532
point-clouds-on-tanks-and-templesCOLMAP
Mean F1 (Advanced): 27.24
Mean F1 (Intermediate): 42.14

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Structure-From-Motion Revisited | Papers | HyperAI