4.3. System Comparison One essential requirement for large-scale 3D scene reconstruction is that the reconstruction speed is as fast as possible to ensure a certain quality so that the reconstructed model can be quickly deployed in many application scenarios, such as disaster rescue and geological surveying.
To this end, we present GigaMVS, the first gigapixel-image-based 3D reconstruction benchmark for ultra-large-scale scenes. The gigapixel images, with both wide field-of-view and high-resolution details, can clearly observe both the Palace -scale scene structure and Relievo -scale local details.
In the current state-of-the-art 3D-reconstruction pipeline, the massive scale of the scene and the enormous amount of input data are still considerable obstacles to the rapid reconstruction of large-scale 3D scene models. In this paper, we develop a professional system for large-scale 3D reconstruction.
System Configuration This research proposes a cluster-based method for the reconstruction of large-scale 3D scenes. In the process of software verification, we assembled a cluster of nine servers.
Large-Scale Semantic 3D Reconstruction: An Adaptive Multi
with limited resolution. We propose a method for joint 3D reconstruction and se- mantic labeling which scales to much larger regions and image sets. |
Operational Pipeline for Large-scale 3D Reconstruction of Buildings
14 oct. 2020 pipeline for large-scale 3D reconstruction of buildings from stereo satellite images. The proposed chain uses U-net to. |
CHISEL: Real Time Large Scale 3D Reconstruction Onboard a
1: CHISEL running on Google's Tango [1] device. case (Section III) in progress. House-scale mapping requires that the 3D reconstruction algorithm run entirely |
Are Large-Scale 3D Models Really Necessary for Accurate Visual
24 avr. 2017 In order to obtain the global positions and orientations of the cameras in each local reconstruction we transformed the local model coordinate ... |
Out-of-Core Bundle Adjustment for Large-Scale 3D Reconstruction
Large-scale 3D reconstruction has recently received much attention from the computer vision community. Bun- dle adjustment is a key component of 3D |
Robust Piecewise-Planar 3D Reconstruction and Completion from
Robust Piecewise-Planar 3D Reconstruction and Completion from Large-Scale Unstructured Point Data. Anne-Laure Chauve. Patrick Labatut Jean-Philippe Pons. |
Surface-driven Next-Best-View planning for exploration of large
19 août 2020 Some recent works have tried to combine volumet- ric exploration (Octomap) and surface inspection for large- scale 3D reconstruction. |
Real-time Large-Scale Dense 3D Reconstruction with Loop Closure
Real-time Large-Scale Dense 3D Reconstruction with Loop Closure. Olaf Kähler Victor A Prisacariu |
Surface-Driven Next-Best-View Planning for Exploration of Large
exploration of large-scale 3D environments Keywords: Next-Best-View planning 3D reconstruction |
Creating large-scale city models from 3D-point clouds: a robust
30 nov. 2012 Hybrid reconstruction of buildings: the modeling of the buildings combines geometric 3D-primitives such as planes cylinders |
Large-Scale Dense 3D Reconstruction from Stereo Imagery
Abstract— In this paper we propose a novel method for large- scale dense 3D reconstruction from stereo imagery Assuming that stereo camera calibration and |
Efficient Large-scale Photometric Reconstruction Using Divide
We propose an efficient framework for large-scale 3D reconstruction from a large set of photos following the Structure-from-Motion (SfM) paradigm with divide- |
Large-Scale Semantic 3D Reconstruction: An - CVF Open Access
Large-Scale Semantic 3D Reconstruction: an Adaptive Multi-Resolution Model for Multi-Class Volumetric Labeling Maroš Bláha†,1 Christoph Vogel†,1,2 |
CHISEL: Real Time Large Scale 3D Reconstruction Onboard a
1: CHISEL running on Google's Tango [1] device case (Section III) in progress House-scale mapping requires that the 3D reconstruction algorithm run entirely |
Real-time Large-Scale Dense 3D Reconstruction with Loop Closure
Real-time Large-Scale Dense 3D Reconstruction with Loop Closure Olaf Kähler, Victor A Prisacariu, David W Murray Department of Engineering Science, |
Collaborative Large-Scale Dense 3D Reconstruction with Online
Index Terms—Collaborative, large-scale, dense 3D reconstruction, inter-agent relocalisation, pose graph optimisation 1 INTRODUCTION Reconstructing |
Challenges in 3D Reconstruction from Images for Difficult Large
This results can be used to create industrial applications with large scale difficult objects Keywords-3D reconstruction from images; large scale objects; industrial |
Real-time CPU-based large-scale 3D mesh reconstruction
3 jan 2018 · Real-time CPU-based large-scale 3D mesh reconstruction Enrico Piazza1, Andrea Romanoni1, and Matteo Matteucci1 Abstract—In Robotics |
[PDF] Large-Scale Dense 3D Reconstruction from Stereo - RobeSafe
Abstract— In this paper we propose a novel method for large scale dense 3D reconstruction from stereo imagery Assuming that stereo camera calibration and |
[PDF] Large-Scale Dense 3D Reconstruction from Stereo Imagery
Assuming that stereo camera calibration and camera motion are known, our method is able to reconstruct accurately dense 3D models of urban environments in |
[PDF] Out-of-Core Bundle Adjustment for Large-Scale 3D Reconstruction
Large scale 3D reconstruction has recently received much attention from the computer vision community Bun dle adjustment is a key component of 3D |
[PDF] Real-time Large-Scale Dense 3D Reconstruction with Loop Closure
Real time Large Scale Dense 3D Reconstruction with Loop Closure Olaf Kähler, Victor A Prisacariu, David W Murray Department of Engineering Science, |
[PDF] Interactive 3D Reconstruction of Large-Scale - ResearchGate
This is a preprint for the paper accepted for publication in 3DV 2015 c 2015 IEEE 3D Modeling on the Go Interactive 3D Reconstruction of Large Scale Scenes |
[PDF] Fast Robust Reconstruction of Large Scale - Jan-Michael Frahm
Fully automatic modeling of large scale environments has been a long standing research goal in photogrammetry and computer vision Detailed 3D models |
[PDF] Challenges in 3D Reconstruction from Images for Difficult Large
improvements in 3D reconstruction of large scale scenes and objects are discussed In section III the Structure from Motion technique pipeline and the analyzed |
[PDF] 3D Modeling on the Go: Interactive 3D Reconstruction of Large
This paper presents a system for 3D reconstruction of large scale outdoor scenes based on monocular motion stereo Ours is the first such system to run at |
[PDF] CHISEL: Real Time Large Scale 3D Reconstruction Onboard a
1 CHISEL running on Google's Tango [1] device case (Section III) in progress House scale mapping requires that the 3D reconstruction algorithm run entirely |
[PDF] MAP Visibility Estimation for Large-Scale Dynamic 3D Reconstruction
Large scale 3D Event Reconstruction New Opportunity from a Large Number of Videos What can we reconstruct in dynamic scenes? |
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