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Building Detection Using Local Features and DSM Data

Oezcan, Abdullah H. and Uensalan, Cem and Reinartz, Peter (2013) Building Detection Using Local Features and DSM Data. In: Recent Advances in Space Technologies (RAST), 2013 6th International Conference on, pp. 139-143. IEEE Xplore. 6th International Conference on Recent Advances in Space Technologies (RAST), 12-14 June 2013, Istanbul, Turkey. DOI: 10.1109/RAST.2013.6581188 ISBN 978-1-4673-6395-2

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Official URL: http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=6581188&tag=1

Abstract

Detecting and locating buildings in satellite images has various application areas. Unfortunately, manually detecting buildings is hard and very time consuming. Therefore, in the literature several methods are proposed to automatically detect buildings. These methods can be divided into two main groups. In the first group, researchers used panchromatic or multispectral information to detect buildings. In the second group, researchers used DSM data to detect buildings. In this study, we propose two novel methods to detect buildings by combining the panchromatic and DSM data. The first method uses corner points extracted by Harris corner detection method. These corner points are used jointly with DSM data. Using a kernel based density estimation method, possible building locations are detected. In the second method, shadow of buildings are used in a similar way. We tested both methods on WorldView-2 images and DSM data generated from them.

Item URL in elib:https://elib.dlr.de/93227/
Document Type:Conference or Workshop Item (Speech)
Title:Building Detection Using Local Features and DSM Data
Authors:
AuthorsInstitution or Email of AuthorsAuthors ORCID iD
Oezcan, Abdullah H.Tubitak BILGEM, Gebze-Kocaeli, TurkeyUNSPECIFIED
Uensalan, CemYeditepe University, Kayisdagi, Istanbul, TurkeyUNSPECIFIED
Reinartz, Peterpeter.reinartz (at) dlr.deUNSPECIFIED
Date:June 2013
Journal or Publication Title:Recent Advances in Space Technologies (RAST), 2013 6th International Conference on
Refereed publication:No
Open Access:Yes
Gold Open Access:No
In SCOPUS:No
In ISI Web of Science:No
DOI :10.1109/RAST.2013.6581188
Page Range:pp. 139-143
Editors:
EditorsEmail
Ilarslan, M.UNSPECIFIED
Ince, F.UNSPECIFIED
Kaynak, O.UNSPECIFIED
Publisher:IEEE Xplore
ISBN:978-1-4673-6395-2
Status:Published
Keywords:Detection, DSM Data
Event Title:6th International Conference on Recent Advances in Space Technologies (RAST)
Event Location:Istanbul, Turkey
Event Type:international Conference
Event Dates:12-14 June 2013
Organizer:IEEE
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:INVALID USER
Deposited On:08 Dec 2014 14:14
Last Modified:31 Jul 2019 19:50

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