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 …
matching (Multiple View Stereo) methods commonly used to produce 3D information from …
Video stabilization: Overview, challenges and perspectives
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 …
approaches have been successfully proposed and it is time to take a step back and offer a …
Global structure-from-motion revisited
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 …
computer vision research and is known as Structure-from-Motion (SfM). Solutions to this …
MAGSAC++, a fast, reliable and accurate robust estimator
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++, we replace the model quality and polishing functions of the original method by …
MAGSAC: marginalizing sample consensus
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 …
inlier-outlier threshold in RANSAC. Instead of estimating the noise sigma, it is marginalized …
Openmvg: Open multiple view geometry
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 …
algorithms to spread the usage of computer vision and structure-from-motion techniques …
Multi-temporal remote sensing image registration using deep convolutional features
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 …
and civilian fields, such as ground target identification, urban development assessment, and …
Evaluating the performance of structure from motion pipelines
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 …
starting from a collection of images. A typical SfM pipeline comprises different processing …
Adaptive Structure from Motion with a Contrario Model Estimation
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 …
(along with internal calibration information) and yield a 3D point cloud and camera …
QGORE: Quadratic-time guaranteed outlier removal for point cloud registration
With the development of 3D matching technology, correspondence-based point cloud
registration gains more attention. Unfortunately, 3D keypoint techniques inevitably produce …
registration gains more attention. Unfortunately, 3D keypoint techniques inevitably produce …