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Architecture Concept for Earth Observation Data Mining System

Espinoza-Molina, Daniela and Datcu, Mihai (2013) Architecture Concept for Earth Observation Data Mining System. In: Proceedings of IGARSS 2013, pp. 1729-1732. IEEE Xplore. IGARSS 2013, 21.-26. June 2013, Melbourne, Australia. ISBN DOI:10.1109/IGARSS.2013.6723130. ISSN 2153-6996.

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Official URL: http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=6723130


The increasing number of Earth Observation image acquisitions provides huge volume of information, which requires new techniques, methods and tools to explore and exploit the abundant volume of information contained in the image archives. This paper presents an architecture concept for data mining systems using Earth Observation images. The architecture concept is defined as a modular system composed of five modules allowing functions such as primitive feature extraction, image content and context analyses, finding scenes of interest by content, enriched metadata, and semantics, the interpretation and understanding of the image content, semantic definition of the image content, and visualization of the image database via human machine interfaces. All these functionalities are integrated and supported by a database management system.

Item URL in elib:https://elib.dlr.de/89034/
Document Type:Conference or Workshop Item (Speech)
Title:Architecture Concept for Earth Observation Data Mining System
AuthorsInstitution or Email of AuthorsAuthor's ORCID iD
Espinoza-Molina, Danieladaniela.espinozamolina (at) dlr.deUNSPECIFIED
Datcu, Mihaimihai.datcu (at) dlr.deUNSPECIFIED
Journal or Publication Title:Proceedings of IGARSS 2013
Refereed publication:No
Open Access:No
Gold Open Access:No
In ISI Web of Science:No
Page Range:pp. 1729-1732
Publisher:IEEE Xplore
Keywords:Computer architecture, Data mining, Data models, Image retrieval, Measurement, Semantics
Event Title:IGARSS 2013
Event Location:Melbourne, Australia
Event Type:international Conference
Event Dates:21.-26. June 2013
HGF - Research field:Aeronautics, Space and Transport
HGF - Program:Space
HGF - Program Themes:Earth Observation
DLR - Research area:Raumfahrt
DLR - Program:R EO - Earth Observation
DLR - Research theme (Project):R - Vorhaben hochauflösende Fernerkundungsverfahren (old)
Location: Oberpfaffenhofen
Institutes and Institutions:Remote Sensing Technology Institute > Photogrammetry and Image Analysis
Deposited On:07 May 2014 18:15
Last Modified:08 May 2014 23:21

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