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Architecture Concept for an Information Mining System for Earth Observation Data

Manilici, Vlad and Kiemle, Stephan and Reck, Christoph and Winkler, Mario (2013) Architecture Concept for an Information Mining System for Earth Observation Data. In: Proceedings PV 2013, pp. 1-11. PV 2013, 4-6.11.2013, Frascati, Italien.

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Abstract

EOLib, the Earth Observation Image Librarian is an upcoming Image Information Mining (IIM) system for earth observation (EO) products. As integral part of a payload ground segment (PGS) it operates on the original EO products, metadata, and on computed higher level abstractions including basic features and semantic annotations of product tiles. The core goal of EOLib is to introduce mature information mining functions in existing EO payload ground segments. EOLib is integrated with the multi-mission PGS existing at DLR’s premises. Operations including product tiling, feature extraction and automatic annotation are performed within the PGS services infrastructure. Intermediate data including features and quick look images are forwarded to the EOLib core to perform additional data mining operations as: semantic learning, content-based information retrieval and visual data mining. The PGS user services are augmented with query engines for semantic annotations and metadata and with a semantic catalogue browser. We present in this paper the architecture concept of the EOLib system. It starts with a set of functional requirements, the constraints imposed by the existing PGS and the experience gathered from prototype standalone IIM systems. System components are subsequently identified based on logical functionality blocks. Data flows and interfaces are built in order to allow simple, clear system integration and to maximize performance. We conclude with the implementation of a few use cases.

Item URL in elib:https://elib.dlr.de/92530/
Document Type:Conference or Workshop Item (Speech)
Title:Architecture Concept for an Information Mining System for Earth Observation Data
Authors:
AuthorsInstitution or Email of AuthorsAuthors ORCID iD
Manilici, VladVlad.Manilici (at) dlr.deUNSPECIFIED
Kiemle, Stephanstephan.kiemle (at) dlr.deUNSPECIFIED
Reck, Christophchristoph.reck (at) dlr.deUNSPECIFIED
Winkler, MarioMario.Winkler (at) dlr.deUNSPECIFIED
Date:2013
Journal or Publication Title:Proceedings PV 2013
Refereed publication:No
Open Access:Yes
Gold Open Access:No
In SCOPUS:No
In ISI Web of Science:No
Page Range:pp. 1-11
Status:Published
Keywords:Software Architecture, Image Information Mining, Integration, Payload Ground Segment
Event Title:PV 2013
Event Location:Frascati, Italien
Event Type:international Conference
Event Dates:4-6.11.2013
Organizer:ESA/ESRIN
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 - Projekt Datenbibliothek (old)
Location: Oberpfaffenhofen
Institutes and Institutions:German Remote Sensing Data Center > Leitungsbereich DFD
Deposited By: Manilici, Vlad
Deposited On:03 Mar 2015 14:44
Last Modified:31 Jul 2019 19:49

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