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Fusion of ALS Point Cloud and Optical Imagery for 3D Reconstruction of Building's Roof

Hujebri, Bilal and Samadzadegan, Farhad and Arefi, Hossein (2013) Fusion of ALS Point Cloud and Optical Imagery for 3D Reconstruction of Building's Roof. In: ISPRS Archives – Volume XL-1/W3, 2013, XL-1/W, pp. 197-201. ISPRS. SMPR 2013 Conference, 06-08 Oct. 2013, Tehran, Iran.

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Official URL: http://www.int-arch-photogramm-remote-sens-spatial-inf-sci.net/XL-1-W3/

Abstract

Three-dimensional building models are important in various applications such as disaster management and urban planning. In this paper a method based on fusion of LiDAR point cloud and aerial image data sources has been proposed. Firstly using 2D map, the point set relevant to each building separated from the overall LiDAR point cloud. In the next step, the mean shift clustering algorithm applied to the points of different buildings in the feature space. Finally the segmentation stage ended with the separation of parallel and coplanar segments. Then using the adjacency matrix, adjacent segments are intersected and inner vertices are determined. In the other space, the area of any building cropped in the image space and the mean shift algorithm applied to it. Then, the lines of roof’s outline edge extracted by the Hough transform algorithm and the points obtained from the intersection of these lines transformed to the ground space. Finally, by integration of structural points of intersected adjacent facets and the transformed points from image space, reconstruction performed. In order to evaluate the efficiency of proposed method, buildings with different shapes and different level of complexity selected and the results of the 3D model reconstruction evaluated. The results showed credible efficiency of method for different buildings.

Item URL in elib:https://elib.dlr.de/84966/
Document Type:Conference or Workshop Item (Speech)
Title:Fusion of ALS Point Cloud and Optical Imagery for 3D Reconstruction of Building's Roof
Authors:
AuthorsInstitution or Email of AuthorsAuthors ORCID iD
Hujebri, BilalUNSPECIFIEDUNSPECIFIED
Samadzadegan, FarhadUNSPECIFIEDUNSPECIFIED
Arefi, Hosseinhossein.arefi (at) dlr.deUNSPECIFIED
Date:5 October 2013
Journal or Publication Title:ISPRS Archives – Volume XL-1/W3, 2013
Refereed publication:No
Open Access:Yes
Gold Open Access:No
In SCOPUS:No
In ISI Web of Science:No
Volume:XL-1/W
Page Range:pp. 197-201
Editors:
EditorsEmail
Arefi, Hosseinhossein.arefi@dlr.de
Sharifi, Mohammad A.sharifi@ut.ac.ir
Reinartz, Peterpeter.reinartz@dlr.de
Delavar, Mahmoud R.mdelavar@ut.ac.ir
Publisher:ISPRS
Series Name:ISPRS Archives
Status:Published
Keywords:Reconstruction, Building, LiDAR, Image, Segmentation, Mean-Shift
Event Title:SMPR 2013 Conference
Event Location:Tehran, Iran
Event Type:international Conference
Event Dates:06-08 Oct. 2013
Organizer:University of Tehran, ISPRS WG I/4, II/4 and DLR
HGF - Research field:Aeronautics, Space and Transport
HGF - Program:Space
HGF - Program Themes:Earth Observation
DLR - Research area:Raumfahrt
DLR - Program:R EO - Erdbeobachtung
DLR - Research theme (Project):R - Vorhaben hochauflösende Fernerkundungsverfahren
Location: Oberpfaffenhofen
Institutes and Institutions:Remote Sensing Technology Institute > Photogrammetry and Image Analysis
Deposited By: Arefi, Hossein
Deposited On:04 Nov 2013 09:39
Last Modified:31 Jul 2019 19:42

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