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High resolution sar image analysis by combining the pca and the azimuth sub-band decompositions

Chaabouni-Chouayakh, Houda and Datcu, Mihai (2009) High resolution sar image analysis by combining the pca and the azimuth sub-band decompositions. Transactions of Systems, Signals and Devices, 4 (3), pp. 445-463. Shaker Verlag. ISBN 978 3 8322 8822 8

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Abstract

With the increase of the Synthetic Aperture Radar (SAR) sen- sor resolution, a more detailed analysis and a ¯ner description of SAR images are needed. However, in the case of urban ar- eas, the high diversity of man-made structures combined with the complexity of the scattering processes make the analysis and information extraction from high resolution SAR images non- trivial. Moreover, the need for automatic processing and inter- pretation of large-size SAR data volumes has become more and more pressing. Therefore, new innovative tools are required for a better assessment and a ¯ner description. This paper proposes an automatic SAR image interpretation approach based on the marriage of two techniques: the Principal Components Analysis (PCA) and the azimuth sub-band decom- position. Indeed, both methods were proved to be of great in- terest in the analysis and modeling of the SAR image contents. Thus, a combination should be more informative and better de- scriptive. In this article, both a description of two combination ways that we propose to use, and a presentation of our prelimi- nary performance results will be provided.

Item URL in elib:https://elib.dlr.de/66068/
Document Type:Article
Title:High resolution sar image analysis by combining the pca and the azimuth sub-band decompositions
Authors:
AuthorsInstitution or Email of AuthorsAuthors ORCID iD
Chaabouni-Chouayakh, Houdahouda.chaabouni (at) dlr.deUNSPECIFIED
Datcu, MihaiUNSPECIFIEDUNSPECIFIED
Date:2009
Journal or Publication Title:Transactions of Systems, Signals and Devices
Refereed publication:No
Open Access:Yes
Gold Open Access:No
In SCOPUS:No
In ISI Web of Science:No
Volume:4
Page Range:pp. 445-463
Publisher:Shaker Verlag
ISBN:978 3 8322 8822 8
Status:Published
Keywords:High resolution SAR, information extraction, PCA, Azimuth sub-band decomposition.
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 Photogrammetrie und Bildanalyse (old)
Location: Oberpfaffenhofen
Institutes and Institutions:Remote Sensing Technology Institute > Photogrammetry and Image Analysis
Deposited By: Chaabouni-Chouayakh, Houda
Deposited On:08 Nov 2010 09:05
Last Modified:31 Jul 2019 19:29

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