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Satellite image artifacts detection based on complexity distortion theory

Roman-Gonzalez, A. and Datcu, M. (2011) Satellite image artifacts detection based on complexity distortion theory. In: Symposium Proceedings, pp. 1437-14440. IEEE. IGARSS 2011, 24.-29. Jul. 2011, Vancouver, Kanada. ISBN 978-1-4577-1003-2 ISSN 2153-6996

Full text not available from this repository.

Official URL: http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=6049336&tag=1

Abstract

The artifacts detection is a step of data cleaning process. The classical approach is to predict or determine the existence of defects, to model it, and then design a method to detect and correct them. This classical approach is for specific artifacts. The approach presented in this work is using complexity distortion theory to implement a more generic method, thus, this work will aim at developing parameter free methods able to automatically detect artifacts in EO images.

Item URL in elib:https://elib.dlr.de/73472/
Document Type:Conference or Workshop Item (Speech)
Additional Information:Digital Object Identifier: 10.1109/IGARSS.2011.6049336
Title:Satellite image artifacts detection based on complexity distortion theory
Authors:
AuthorsInstitution or Email of AuthorsAuthors ORCID iD
Roman-Gonzalez, A.DLRUNSPECIFIED
Datcu, M.DLRUNSPECIFIED
Date:26 July 2011
Journal or Publication Title:Symposium Proceedings
Open Access:No
Gold Open Access:No
In SCOPUS:No
In ISI Web of Science:No
Page Range:pp. 1437-14440
Publisher:IEEE
Series Name:IEEE Catalog Number: CFP11IGA-DVD
ISSN:2153-6996
ISBN:978-1-4577-1003-2
Status:Published
Keywords: Artifact detection, Kolmogorov complexity, Kolmogorov structure function, Rate-distortion, lossy compression
Event Title:IGARSS 2011
Event Location:Vancouver, Kanada
Event Type:international Conference
Event Dates:24.-29. Jul. 2011
Organizer:IEEE GRSS
HGF - Research field:Aeronautics, Space and Transport (old)
HGF - Program:Space (old)
HGF - Program Themes:W EO - Erdbeobachtung
DLR - Research area:Space
DLR - Program:W EO - Erdbeobachtung
DLR - Research theme (Project):W - Vorhaben hochauflösende Fernerkundungsverfahreen (old)
Location: Oberpfaffenhofen
Institutes and Institutions:Remote Sensing Technology Institute > Photogrammetry and Image Analysis
Deposited By: Schwarz, Gottfried
Deposited On:02 Jan 2012 11:01
Last Modified:02 Jan 2012 11:01

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