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Semantic Indexing of TERRASAR-X and in situ data for urban analytics

Espinoza Molina, Daniela and Alonso Gonzales, Kevin and Datcu, Mihai (2015) Semantic Indexing of TERRASAR-X and in situ data for urban analytics. In: The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, XL-1-W, pp. 185-188. ISPRS. SMPR 2015, 23. - 25.November 2015, Kish Island, Iran. DOI: 10.5194/isprsarchives-XL-1-W5-185-2015

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Official URL: http://www.int-arch-photogramm-remote-sens-spatial-inf-sci.net/XL-1-W5/185/2015/isprsarchives-XL-1-W5-185-2015.pdf

Abstract

This paper presents the semantic indexing of TerraSAR-X images and in situ data. Image processing together with machine learning methods, relevance feedback techniques, and human expertise are used to annotate the image content into a land use land cover catalogue. All the generated information is stored into a geo-database supporting the link between different types of information and the computation of queries and analytics. We used 11 TerraSAR-X scenes over Germany and LUCAS as in situ data. The semantic index is composed of about 73 land use land cover categories found in TerraSAR-X test dataset and 84 categories found in LUCAS dataset.

Item URL in elib:https://elib.dlr.de/102178/
Document Type:Conference or Workshop Item (Speech)
Additional Information:© Author(s) 2015. This work is distributed under the Creative Commons Attribution 3.0 License.
Title:Semantic Indexing of TERRASAR-X and in situ data for urban analytics
Authors:
AuthorsInstitution or Email of AuthorsAuthors ORCID iD
Espinoza Molina, Danieladaniela.espinozamolina (at) dlr.deUNSPECIFIED
Alonso Gonzales, Kevinkevin.alonsogonzales (at) dlr.deUNSPECIFIED
Datcu, Mihaimihai.datcu (at) dlr.deUNSPECIFIED
Date:November 2015
Journal or Publication Title:The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences
Refereed publication:No
Open Access:Yes
Gold Open Access:No
In SCOPUS:No
In ISI Web of Science:No
Volume:XL-1-W
DOI :10.5194/isprsarchives-XL-1-W5-185-2015
Page Range:pp. 185-188
Publisher:ISPRS
Status:Published
Keywords:Earth-Observation images, data mining, semantic definition, land use land cover, analytics
Event Title:SMPR 2015
Event Location:Kish Island, Iran
Event Type:international Conference
Event Dates:23. - 25.November 2015
Organizer:ISPRS
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:14 Jan 2016 17:05
Last Modified:31 Jul 2019 19:59

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