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Large Scale Urban Reconstruction from Remote Sensing Imagery

Kuschk, Georg (2013) Large Scale Urban Reconstruction from Remote Sensing Imagery. Copernicus Publications. 5th International Workshop 3D-ARCH'2013 , 25.-26. Feb. 2013, Trento, Italien. ISSN doi:10.5194/isprsarchives-XL-5-W1-139-2013

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Official URL: http://www.int-arch-photogramm-remote-sens-spatial-inf-sci.net/XL-5-W1/139/2013/

Abstract

Automatic large-scale stereo reconstruction of urban areas is increasingly becoming a vital aspect for physical simulations as well as for rapid prototyping large scale 3D city models. In this paper we describe an easily reproducible workflow for obtaining an accurate and textured 3D model of the scene, with overlapping aerial images as input. Starting with the initial camera poses and their refinement via bundle adjustment, we create multiple heightmaps by dense stereo reconstruction and fuse them into one Digital Surface Model (DSM). This DSM is then triangulated, and to reduce the amount of data, mesh simplification methods are employed. The resulting 3D mesh is finally projected into each of the input images to obtain the best fitting texture for each triangle. As verification, we provide visual results as well as numerically evaluating the accuracy by comparing the resulting 3D model against ground truth generated by aerial laser scanning (LiDAR).

Item URL in elib:https://elib.dlr.de/77579/
Document Type:Conference or Workshop Item (Speech)
Title:Large Scale Urban Reconstruction from Remote Sensing Imagery
Authors:
AuthorsInstitution or Email of AuthorsAuthors ORCID iD
Kuschk, Georggeorg.kuschk (at) dlr.deUNSPECIFIED
Date:February 2013
Refereed publication:Yes
Open Access:No
Gold Open Access:No
In SCOPUS:No
In ISI Web of Science:No
Volume:XL-5/W1
Page Range:pp. 139-146
Editors:
EditorsEmail
Boehm, JanUCL London, UK
Remondino, FabioFBK Trento, Italy
Kersten, ThomasUni. Hamburg, Germany
Fuse, TakashiUni. of Tokyo, Japan
Gonzalez-Aguilera, DiegoUniversity of Salamanca, Spain
Publisher:Copernicus Publications
Series Name:ISPRS Archives
ISSN:doi:10.5194/isprsarchives-XL-5-W1-139-2013
Status:Published
Keywords:Stereo, Reconstruction, Remote Sensing, Meshing, Texturing, 3D Modeling
Event Title:5th International Workshop 3D-ARCH'2013
Event Location:Trento, Italien
Event Type:international Conference
Event Dates:25.-26. Feb. 2013
Organizer:ISPRS
HGF - Research field:Aeronautics, Space and Transport
HGF - Program:Transport
HGF - Program Themes:Traffic Management (old)
DLR - Research area:Transport
DLR - Program:V VM - Verkehrsmanagement
DLR - Research theme (Project):V - Projekt VABENE (old)
Location: Oberpfaffenhofen
Institutes and Institutions:Remote Sensing Technology Institute > Photogrammetry and Image Analysis
Deposited By:INVALID USER
Deposited On:13 Mar 2013 11:03
Last Modified:08 May 2014 23:28

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