A survey of structure from motion*.

O Özyeşil, V Voroninski, R Basri, A Singer - Acta Numerica, 2017 - cambridge.org
The structure from motion (SfM) problem in computer vision is to recover the three-
dimensional (3D) structure of a stationary scene from a set of projective measurements …

Doppelgangers: Learning to disambiguate images of similar structures

R Cai, J Tung, Q Wang… - Proceedings of the …, 2023 - openaccess.thecvf.com
We consider the visual disambiguation task of determining whether a pair of visually similar
images depict the same or distinct 3D surfaces (eg, the same or opposite sides of a …

Robust global translations with 1dsfm

K Wilson, N Snavely - Computer Vision–ECCV 2014: 13th European …, 2014 - Springer
We present a simple, effective method for solving structure from motion problems by
averaging epipolar geometries. Based on recent successes in solving for global camera …

Very large-scale global sfm by distributed motion averaging

S Zhu, R Zhang, L Zhou, T Shen… - Proceedings of the …, 2018 - openaccess.thecvf.com
Abstract Global Structure-from-Motion (SfM) techniques have demonstrated superior
efficiency and accuracy than the conventional incremental approach in many recent studies …

Global structure-from-motion by similarity averaging

Z Cui, P Tan - Proceedings of the IEEE International Conference …, 2015 - cv-foundation.org
Global structure-from-motion (SfM) methods solve all cameras simultaneously from all
available relative motions. It has better potential in both reconstruction accuracy and …

A global linear method for camera pose registration

N Jiang, Z Cui, P Tan - Proceedings of the IEEE …, 2013 - openaccess.thecvf.com
We present a linear method for global camera pose registration from pairwise relative poses
encoded in essential matrices. Our method minimizes an approximate geometric error to …

Graph-based consistent matching for structure-from-motion

T Shen, S Zhu, T Fang, R Zhang, L Quan - Computer Vision–ECCV 2016 …, 2016 - Springer
Pairwise image matching of unordered image collections greatly affects the efficiency and
accuracy of Structure-from-Motion (SfM). Insufficient match pairs may result in disconnected …

End-to-end rotation averaging with multi-source propagation

L Yang, H Li, JA Rahim, Z Cui… - Proceedings of the IEEE …, 2021 - openaccess.thecvf.com
This paper presents an end-to-end neural network for multiple rotation averaging in SfM.
Due to the manifold constraint of rotations, conventional methods usually take two separate …

Network principles for sfm: Disambiguating repeated structures with local context

K Wilson, N Snavely - … of the IEEE International Conference on …, 2013 - cv-foundation.org
Repeated features are common in urban scenes. Many objects, such as clock towers with
nearly identical sides, or domes with strong radial symmetries, pose challenges for structure …

Linear global translation estimation with feature tracks

Z Cui, N Jiang, C Tang, P Tan - arXiv preprint arXiv:1503.01832, 2015 - arxiv.org
This paper derives a novel linear position constraint for cameras seeing a common scene
point, which leads to a direct linear method for global camera translation estimation. Unlike …