Open-source image-based 3D reconstruction pipelines: Review, comparison and evaluation

EK Stathopoulou, M Welponer… - The International Archives …, 2019 - cris.fbk.eu
State-of-the-art automated image orientation (Structure from Motion) and dense image
matching (Multiple View Stereo) methods commonly used to produce 3D information from …

Video stabilization: Overview, challenges and perspectives

W Guilluy, L Oudre, A Beghdadi - Signal Processing: Image …, 2021 - Elsevier
Video Stabilization (VS) has been an active area of research in the last two decades. Many
approaches have been successfully proposed and it is time to take a step back and offer a …

Global structure-from-motion revisited

L Pan, D Baráth, M Pollefeys… - European Conference on …, 2024 - Springer
Recovering 3D structure and camera motion from images has been a long-standing focus of
computer vision research and is known as Structure-from-Motion (SfM). Solutions to this …

MAGSAC++, a fast, reliable and accurate robust estimator

D Barath, J Noskova… - Proceedings of the …, 2020 - openaccess.thecvf.com
We propose MAGSAC++ and Progressive NAPSAC sampler, P-NAPSAC in short. In
MAGSAC++, we replace the model quality and polishing functions of the original method by …

MAGSAC: marginalizing sample consensus

D Barath, J Matas, J Noskova - Proceedings of the IEEE …, 2019 - openaccess.thecvf.com
A method called, sigma-consensus, is proposed to eliminate the need for a user-defined
inlier-outlier threshold in RANSAC. Instead of estimating the noise sigma, it is marginalized …

Openmvg: Open multiple view geometry

P Moulon, P Monasse, R Perrot, R Marlet - Reproducible Research in …, 2017 - Springer
The OpenMVG C++ library provides a vast collection of multiple-view geometry tools and
algorithms to spread the usage of computer vision and structure-from-motion techniques …

Multi-temporal remote sensing image registration using deep convolutional features

Z Yang, T Dan, Y Yang - Ieee Access, 2018 - ieeexplore.ieee.org
Registration of multi-temporal remote sensing images has been widely applied in military
and civilian fields, such as ground target identification, urban development assessment, and …

Evaluating the performance of structure from motion pipelines

S Bianco, G Ciocca, D Marelli - Journal of Imaging, 2018 - mdpi.com
Structure from Motion (SfM) is a pipeline that allows three-dimensional reconstruction
starting from a collection of images. A typical SfM pipeline comprises different processing …

Adaptive Structure from Motion with a Contrario Model Estimation

P Moulon, P Monasse, R Marlet - … –ACCV 2012: 11th Asian Conference on …, 2013 - Springer
Abstract Structure from Motion (SfM) algorithms take as input multi-view stereo images
(along with internal calibration information) and yield a 3D point cloud and camera …

QGORE: Quadratic-time guaranteed outlier removal for point cloud registration

J Li, P Shi, Q Hu, Y Zhang - IEEE Transactions on Pattern …, 2023 - ieeexplore.ieee.org
With the development of 3D matching technology, correspondence-based point cloud
registration gains more attention. Unfortunately, 3D keypoint techniques inevitably produce …