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Quality Assessment of Building Extraction from Remote Sensing Imagery

Avbelj, Janja and Müller, Rupert (2014) Quality Assessment of Building Extraction from Remote Sensing Imagery. In: Proceedings of Geoscience and Remote Sensing Symposium (IGARSS), 2014 IEEE International, pp. 3184-3187. IEEE Xplore. IGARSS 2014, 13-18 July 2014, Quebec City, QC, Canada. DOI: 10.1109/IGARSS.2014.6947154

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Official URL: http://ieeexplore.ieee.org/xpl/articleDetails.jsp?tp=&arnumber=6947154&queryText%3DIGARSS+2014%2C+Avbelj

Abstract

An automatic quality assessment of extracted buildings from remote sensing imagery is needed to evaluate extraction algorithms, or to support change detection. In this paper, four commonly used measures are compared to the newly proposed metric for comparison of polygons and line segments (PoLiS). The extracted polygons are compared to the reference polygons and the quality measures are computed for each pair. The symmetric measures, i.e. quality rate and PoLiS, estimate overall dissimilarity between polygons, whereas i.e. the root mean square error (RMSE) of the distances between the polygon vertices, completeness, and correctness, are not symmetric and should be therefore used for applications like change detection. The variability of the measures is assessed according to the area of the reference buildings. The variability is higher for the category of larger buildings, where the building polygon complexity is larger.

Item URL in elib:https://elib.dlr.de/92509/
Document Type:Conference or Workshop Item (Poster)
Title:Quality Assessment of Building Extraction from Remote Sensing Imagery
Authors:
AuthorsInstitution or Email of AuthorsAuthors ORCID iD
Avbelj, Janjajanja.avbelj (at) dlr.deUNSPECIFIED
Müller, Rupertrupert.mueller (at) dlr.deUNSPECIFIED
Date:July 2014
Journal or Publication Title:Proceedings of Geoscience and Remote Sensing Symposium (IGARSS), 2014 IEEE International
Refereed publication:No
Open Access:Yes
Gold Open Access:No
In SCOPUS:No
In ISI Web of Science:No
DOI :10.1109/IGARSS.2014.6947154
Page Range:pp. 3184-3187
Editors:
EditorsEmail
UNSPECIFIEDIEEE
Publisher:IEEE Xplore
Status:Published
Keywords:Building extraction, Polygon comparison, Quality assessment, Shape similarity
Event Title:IGARSS 2014
Event Location:Quebec City, QC, Canada
Event Type:international Conference
Event Dates:13-18 July 2014
Organizer:IEEE GRSS
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: Avbelj, Janja
Deposited On:27 Nov 2014 10:15
Last Modified:31 Jul 2019 19:49

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