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:

Authors	Institution or Email of Authors	Author's ORCID iD
Costachioiu, Teodor	Politehnica University of Bucharest, Romania	UNSPECIFIED
Alzenk, Bashar	Politehnica University of Bucharest, Romania	UNSPECIFIED
Constantinescu, Rodica	Politehnica University of Bucharest, Romania	UNSPECIFIED
Datcu, Mihai	mihai.datcu (at) dlr.de	UNSPECIFIED

Date:

2013

Journal or Publication Title:

2013 International Symposium on Signals, Circuits and Systems (ISSCS)

Refereed publication:

Open Access:

Yes

Gold Open Access:

In SCOPUS:

In ISI Web of Science:

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 - 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 By:

INVALID USER

Deposited On:

11 Apr 2014 14:52

Last Modified:

31 Jul 2019 19:46

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