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 …

Sensitivity in translation averaging

L Manam, VM Govindu - Advances in Neural Information …, 2024 - proceedings.neurips.cc
In 3D computer vision, translation averaging solves for absolute translations given a set of
pairwise relative translation directions. While there has been much work on robustness to …

Learning transformation synchronization

X Huang, Z Liang, X Zhou, Y Xie… - Proceedings of the …, 2019 - openaccess.thecvf.com
Reconstructing the 3D model of a physical object typically requires us to align the depth
scans obtained from different camera poses into the same coordinate system. Solutions to …

Robust synchronization in SO (3) and SE (3) via low-rank and sparse matrix decomposition

F Arrigoni, B Rossi, P Fragneto, A Fusiello - Computer Vision and Image …, 2018 - Elsevier
This paper deals with the synchronization problem, which arises in multiple 3D point-set
registration and in structure-from-motion. The problem is formulated as a low-rank and …

Synchronization problems in computer vision with closed-form solutions

F Arrigoni, A Fusiello - International Journal of Computer Vision, 2020 - Springer
In this paper we survey and put in a common framework several works that have been
developed in different contexts, all dealing with the same abstract problem, called …

Bayesian pose graph optimization via bingham distributions and tempered geodesic mcmc

T Birdal, U Simsekli, MO Eken… - Advances in neural …, 2018 - proceedings.neurips.cc
Abstract We introduce Tempered Geodesic Markov Chain Monte Carlo (TG-MCMC)
algorithm for initializing pose graph optimization problems, arising in various scenarios such …

Pose synchronization under multiple pair-wise relative poses

Y Sun, Q Huang - … of the IEEE/CVF Conference on …, 2023 - openaccess.thecvf.com
Pose synchronization, which seeks to estimate consistent absolute poses among a
collection of objects from noisy relative poses estimated between pairs of objects in …

Bearing-based network localizability: A unifying view

F Arrigoni, A Fusiello - IEEE transactions on pattern analysis …, 2018 - ieeexplore.ieee.org
This paper provides a unifying view and offers new insights on bearing-based network
localizability, that is the problem of establishing whether a set of directions between pairs of …

A condition number for joint optimization of cycle-consistent networks

LJ Guibas, Q Huang, Z Liang - Advances in Neural …, 2019 - proceedings.neurips.cc
A recent trend in optimizing maps such as dense correspondences between objects or
neural networks between pairs of domains is to optimize them jointly. In this context, there is …

A hybrid global structure from motion method for synchronously estimating global rotations and global translations

X Wang, T Xiao, Y Kasten - ISPRS journal of photogrammetry and remote …, 2021 - Elsevier
Over the last few decades, the methods of global image orientation, which is also called
global SfM, have attracted a lot of attention from researchers, mainly thanks to its advantage …