Consistent and Asymptotically Statistically-Efficient Solution to Camera Motion Estimation

G Zeng, Q Zeng, X Li, B Mu, J Chen, L Shi… - arXiv preprint arXiv …, 2024 - arxiv.org
Given 2D point correspondences between an image pair, inferring the camera motion is a
fundamental issue in the computer vision community. The existing works generally set out …

A general elimination strategy for camera motion estimation

Y Ding, Y Su, C Xu, J Yang… - 2021 IEEE International …, 2021 - ieeexplore.ieee.org
Camera motion estimation, such as relative pose estimation and absolute pose estimation,
are fundamental problems in computer vision and robotics. To obtain the motion parameters …

On the consistency of instantaneous rigid motion estimation

T Zhang, C Tomasi - International Journal of Computer Vision, 2002 - Springer
Instantaneous camera motion estimation is an important research topic in computer vision.
Although in theory more than five points uniquely determine the solution in an ideal …

Global motion estimation from relative measurements in the presence of outliers

G Bourmaud, R Mégret, A Giremus… - Computer Vision--ACCV …, 2015 - Springer
This work addresses the generic problem of global motion estimation (homographies,
camera poses, orientations, etc.) from relative measurements in the presence of outliers. We …

Optimal instantaneous rigid motion estimation insensitive to local minima

K Pauwels, MM Van Hulle - Computer Vision and Image Understanding, 2006 - Elsevier
A novel method is introduced for optimal estimation of rigid camera motion from
instantaneous velocity measurements. The error surface associated with this problem is …

Quest: A quaternion-based approach for camera motion estimation from minimal feature points

K Fathian, JP Ramirez-Paredes… - IEEE Robotics and …, 2018 - ieeexplore.ieee.org
In this letter, we consider the problem of recovering the rotation and translation changes of a
moving camera from captured images. This problem is traditionally solved using the epipolar …

General Planar Motion from a Pair of 3D Correspondences

JC Dibene, Z Min, E Dunn - Proceedings of the IEEE/CVF …, 2023 - openaccess.thecvf.com
We present a novel 2-point method for estimating the relative pose of a camera undergoing
planar motion from 3D data (eg from a calibrated stereo setup or an RGB-D sensor). Unlike …

Stable camera motion estimation using convex programming

O Ozyesil, A Singer, R Basri - SIAM Journal on Imaging Sciences, 2015 - SIAM
We study the inverse problem of estimating n locations t_1,t_2,...,t_n (up to global scale,
translation, and negation) in R^d from noisy measurements of a subset of the (unsigned) …

Motion of moving camera from point matches: comparison of two robust estimation methods

M Horemuz, Y Zhao - IET Computer Vision, 2014 - Wiley Online Library
A robust estimation method, Balanced Least Absolute Value Estimator (BLAVE), is
introduced and compared with the traditional RANdom SAmple Consensus (RANSAC) …

Approximated relative pose solvers for efficient camera motion estimation

J Ventura, C Arth, V Lepetit - … : Zurich, Switzerland, September 6-7 and 12 …, 2015 - Springer
We propose simple and efficient methods for estimating the camera motion between two
images when this motion is small. While current solutions are still either slow, or unstable in …