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 …
Image matching from handcrafted to deep features: A survey
As a fundamental and critical task in various visual applications, image matching can identify
then correspond the same or similar structure/content from two or more images. Over the …
then correspond the same or similar structure/content from two or more images. Over the …
OpenVSLAM: A versatile visual SLAM framework
S Sumikura, M Shibuya, K Sakurada - Proceedings of the 27th ACM …, 2019 - dl.acm.org
In this paper, we introduce OpenVSLAM, a visual SLAM framework with high usability and
extensibility. Visual SLAM systems are essential for AR devices, autonomous control of …
extensibility. Visual SLAM systems are essential for AR devices, autonomous control of …
GMS: Grid-based motion statistics for fast, ultra-robust feature correspondence
Incorporating smoothness constraints into feature matching is known to enable ultra-robust
matching. However, such formulations are both complex and slow, making them unsuitable …
matching. However, such formulations are both complex and slow, making them unsuitable …
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 …
DublinCity: Annotated LiDAR point cloud and its applications
Scene understanding of full-scale 3D models of an urban area remains a challenging task.
While advanced computer vision techniques offer cost-effective approaches to analyse 3D …
While advanced computer vision techniques offer cost-effective approaches to analyse 3D …
Ninjadesc: Content-concealing visual descriptors via adversarial learning
In the light of recent analyses on privacy-concerning scene revelation from visual
descriptors, we develop descriptors that conceal the input image content. In particular, we …
descriptors, we develop descriptors that conceal the input image content. In particular, we …
Sensitivity in translation averaging
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 …
pairwise relative translation directions. While there has been much work on robustness to …
Mcsfm: multi-camera-based incremental structure-from-motion
Fully perceiving the surrounding world is a vital capability for autonomous robots. To
achieve this goal, a multi-camera system is usually equipped on the data collecting platform …
achieve this goal, a multi-camera system is usually equipped on the data collecting platform …
Revisiting rotation averaging: Uncertainties and robust losses
In this paper, we revisit the rotation averaging problem applied in global Structure-from-
Motion pipelines. We argue that the main problem of current methods is the minimized cost …
Motion pipelines. We argue that the main problem of current methods is the minimized cost …