A New Polarimetric Change Detector in Radar Imagery

Please use this identifier to cite or link to this item: http://hdl.handle.net/10045/36361
Información del item - Informació de l'item - Item information
Title: A New Polarimetric Change Detector in Radar Imagery
Authors: Marino, Armando | Cloude, Shane R. | Lopez-Sanchez, Juan M.
Research Group/s: Señales, Sistemas y Telecomunicación
Center, Department or Service: Universidad de Alicante. Departamento de Física, Ingeniería de Sistemas y Teoría de la Señal
Keywords: Change detection | Polarimetry | Synthetic Aperture Radar (SAR)
Knowledge Area: Teoría de la Señal y Comunicaciones
Issue Date: May-2013
Publisher: IEEE
Citation: IEEE Transactions on Geoscience and Remote Sensing. 2013, 51(5): 2986-3000. doi:10.1109/TGRS.2012.2211883
Abstract: In modern society, the anthropogenic influences on ecosystems are central points to understand the evolution of our planet. A polarimetric synthetic aperture radar may have a significant contribution in tackling problems concerning land use change, since such data are available with any-weather conditions. Additionally, the discrimination capability can be enhanced by the polarimetric analysis. Recently, an algorithm able to identify targets scattering an electromagnetic wave with any degree of polarization has been developed, which makes use of a vector rearrangement of the elements of the coherency matrix. In the present work, this target detector is modified to perform change detection between two polarimetric acquisitions, for land use monitoring purposes. Regarding the selection of the detector parameters, a physical rationale is followed, developing a new parameterization of the algebraic space where the detector is defined. As it will be illustrated in the following, this space is 6-D complex with restrictions due to the physical feasibility of the vectors. Specifically, a link between the detector parameters and the angle differences of the eigenvector model is obtained. Moreover, a dual polarimetric version of the change detector is developed, in case quad-polarimetric data are not available. With the purpose of testing the methodology, a variety of data sets were exploited: quad-polarimetric airborne data at L-band (E-SAR), quad-polarimetric satellite data at C-band (Radarsat-2), and dual-polarimetric satellite data at X-band (TerraSAR-X). The algorithm results show agreement with the available information about land changes. Moreover, a comparison with a known change detector based on the maximum likelihood ratio is presented, providing improvements in some conditions. The two methodologies differ in the analysis of the total amplitude of the backscattering, where the proposed algorithm does not take this into consideration.
Sponsor: This work was supported in part by the Spanish Ministry of Science and Innovation (MICINN) and EU FEDER, under Projects TEC2008-06764-C02-02 and TEC2011-28201-C02-02.
URI: http://hdl.handle.net/10045/36361
ISSN: 0196-2892 (Print) | 1558-0644 (Online)
DOI: 10.1109/TGRS.2012.2211883
Language: eng
Type: info:eu-repo/semantics/article
Rights: © Copyright 2012 IEEE
Peer Review: si
Publisher version: http://dx.doi.org/10.1109/TGRS.2012.2211883
Appears in Collections:INV - SST - Artículos de Revistas

Files in This Item:
Files in This Item:
File Description SizeFormat 
Thumbnail2013_Marino_etal_TGRS.pdf3,2 MBAdobe PDFOpen Preview


Items in RUA are protected by copyright, with all rights reserved, unless otherwise indicated.