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Image Information Mining: an Accelerated Bayesian Algorithm for Data Fusion of SAR Big Data

Kevin, Alonso and Datcu, Mihai (2014) Image Information Mining: an Accelerated Bayesian Algorithm for Data Fusion of SAR Big Data. In: Proceedings of EUSAR 2014; 10th European Conference on Synthetic Aperture Radar, pp. 604-607. VDE Verlag. EUSAR 2014, 03-05 June 2014, Berlin, Germany. ISBN 978-3-8007-3607-2

Full text not available from this repository.

Official URL: https://www.vde-verlag.de/proceedings-en/453607157.html

Abstract

The paper presents a knowledge-driven content-based information mining Bayesian algorithm for data fusion of SAR Big Data. The method combines, at pixel level, the unsupervised clustering results of different number of features with a user given semantic concept. The combination has as goal to calculate the posterior probability that allows the final search. The proposed interactive learning method is able to learn different user semantic labels, which can be used to retrieve related images with a few user interactions, greatly optimizing the computational costs and over performing existing similar systems in various orders of magnitude.

Item URL in elib:https://elib.dlr.de/94355/
Document Type:Conference or Workshop Item (Poster)
Title:Image Information Mining: an Accelerated Bayesian Algorithm for Data Fusion of SAR Big Data
Authors:
AuthorsInstitution or Email of AuthorsAuthors ORCID iD
Kevin, Alonsokevin.alonso (at) dlr.deUNSPECIFIED
Datcu, Mihaimihai.datcu (at) dlr.deUNSPECIFIED
Date:2014
Journal or Publication Title:Proceedings of EUSAR 2014; 10th European Conference on Synthetic Aperture Radar
Refereed publication:Yes
Open Access:No
Gold Open Access:No
In SCOPUS:No
In ISI Web of Science:No
Page Range:pp. 604-607
Editors:
EditorsEmail
UNSPECIFIEDVDE
Publisher:VDE Verlag
ISBN:978-3-8007-3607-2
Status:Published
Keywords:Image Information Mining, SAR
Event Title:EUSAR 2014
Event Location:Berlin, Germany
Event Type:international Conference
Event Dates:03-05 June 2014
Organizer:VDE
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 Jan 2015 16:34
Last Modified:08 Jan 2015 16:34

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