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The Short-Time Beltrami Kernel for Despeckling Polarimetric SAR Data

Amao Oliva, Joel Alfredo and Jäger, Marc and Reigber, Andreas (2018) The Short-Time Beltrami Kernel for Despeckling Polarimetric SAR Data. In: Proceedings of the European Conference on Synthetic Aperture Radar, EUSAR, pp. 1-5. VDE. European Conference on Synthetic Aperture Radar (EUSAR), 2018-06-04 - 2018-06-07, Aachen, Germany. ISBN 9783800746361

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Abstract

In this paper, we adapt the Short-time Beltrami (STB) kernel used to smooth manifolds or images painted on manifolds to use the covariance matrices found in polarimetric synthetic aperture (PolSAR) data to reduce speckle noise. The proposed method functions similar to a region growing algorithm finding similar covariance matrices and weighting them accordingly. Preliminary results from the experiments show that the proposed method delivers a good compromise between the preservation of the spatial resolution and smoothing of homogeneous zones.

Item URL in elib:https://elib.dlr.de/115349/
Document Type:Conference or Workshop Item (Speech)
Title:The Short-Time Beltrami Kernel for Despeckling Polarimetric SAR Data
Authors:
AuthorsInstitution or Email of AuthorsAuthors ORCID iD
Amao Oliva, Joel AlfredoJoel.Amao (at) dlr.deUNSPECIFIED
Jäger, MarcMarc.Jaeger (at) dlr.deUNSPECIFIED
Reigber, AndreasAndreas.Reigber (at) dlr.deUNSPECIFIED
Date:June 2018
Journal or Publication Title:Proceedings of the European Conference on Synthetic Aperture Radar, EUSAR
Refereed publication:Yes
Open Access:No
Gold Open Access:No
In SCOPUS:Yes
In ISI Web of Science:No
Page Range:pp. 1-5
Publisher:VDE
ISBN:9783800746361
Status:Published
Keywords:SAR Polarimetry, Speckle Filtering
Event Title:European Conference on Synthetic Aperture Radar (EUSAR)
Event Location:Aachen, Germany
Event Type:international Conference
Event Dates:2018-06-04 - 2018-06-07
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 Flugzeug-SAR
Location: Oberpfaffenhofen
Institutes and Institutions:Microwaves and Radar Institute > SAR Technology
Deposited By: Jäger, Marc
Deposited On:20 Nov 2017 08:51
Last Modified:03 Jun 2019 09:45

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