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Unsupervised classification of EO-1 Hyperion hyperspectral data using Latent Dirichlet Allocation

Costachioiu, Teodor and Alzenk, Bashar and Constantinescu, Rodica and Datcu, Mihai (2013) Unsupervised classification of EO-1 Hyperion hyperspectral data using Latent Dirichlet Allocation. In: 2013 International Symposium on Signals, Circuits and Systems (ISSCS), pp. 1-4. IEEE Xplore. ISSCS 2013, 11.-12. July 2013, Lasi, Romania. ISBN 978-1-4799-3193-4 (P) ISSN DOI: 10.1109/ISSCS.2013.6651211

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Official URL: http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=6651211

Abstract

In this paper, we perform land cover classification using hyperspectral data acquired by the EO-1 Hyperion spaceborne platform using Latent Dirichlet Allocation text modeling tool, experiments being carried on a Hyperion data scene acquired on 13 May 2011, covering an agricultural area located east of Bucharest, Romania.

Item URL in elib:https://elib.dlr.de/88809/
Document Type:Conference or Workshop Item (Speech)
Additional Information:Der Eintrag ist im IEEE Xplore unter "Teodor C." zu finden.
Title:Unsupervised classification of EO-1 Hyperion hyperspectral data using Latent Dirichlet Allocation
Authors:
AuthorsInstitution or Email of AuthorsAuthors ORCID iD
Costachioiu, TeodorPolitehnica University of Bucharest, RomaniaUNSPECIFIED
Alzenk, BasharPolitehnica University of Bucharest, RomaniaUNSPECIFIED
Constantinescu, RodicaPolitehnica University of Bucharest, RomaniaUNSPECIFIED
Datcu, Mihaimihai.datcu (at) dlr.deUNSPECIFIED
Date:2013
Journal or Publication Title:2013 International Symposium on Signals, Circuits and Systems (ISSCS)
Refereed publication:No
Open Access:Yes
Gold Open Access:No
In SCOPUS:No
In ISI Web of Science:No
Page Range:pp. 1-4
Publisher:IEEE Xplore
ISSN:DOI: 10.1109/ISSCS.2013.6651211
ISBN:978-1-4799-3193-4 (P)
Status:Published
Keywords:EO-1 Hyperion
Event Title:ISSCS 2013
Event Location:Lasi, Romania
Event Type:international Conference
Event Dates:11.-12. July 2013
Organizer:IEEE
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:11 Apr 2014 14:52
Last Modified:31 Jul 2019 19:46

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