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Assessment of polarimetric SAR interferometry for improving ship classification based on simulated data
Margarit Martín, Gerard; Mallorquí Franquet, Jordi Joan
Universitat Politècnica de Catalunya. Departament de Teoria del Senyal i Comunicacions; Universitat Politècnica de Catalunya. RSLAB - Grup de Recerca en Teledetecció
This paper uses a complete and realistic SAR simulation processing chain, GRECOSAR, to study the potentialities of Polarimetric SAR Interferometry (POLInSAR) in the development of new classification methods for ships. Its high processing efficiency and scenario flexibility have allowed to develop exhaustive scattering studies. The results have revealed, first, vessels’ geometries can be described by specific combinations of Permanent Polarimetric Scatterers (PePS) and, second, each type of vessel could be characterized by a particular spatial and polarimetric distribution of PePS. Such properties have been recently exploited to propose a new Vessel Classification Algorithm (VCA) working with POLInSAR data, which, according to several simulation tests, may provide promising performance in real scenarios. Along the paper, explanation of the main steps summarizing the whole research activity carried out with ships and GRECOSAR are provided as well as examples of the main results and VCA validation tests. Special attention will be devoted to the new improvements achieved, which are related to simulations processing a new and highly realistic sea surface model. The paper will show that, for POLInSAR data with fine resolution, VCA can help to classify ships with notable robustness under diverse and adverse observation conditions.
Peer Reviewed
Àrees temàtiques de la UPC::Enginyeria de la telecomunicació::Radiocomunicació i exploració electromagnètica::Teledetecció
Àrees temàtiques de la UPC::Nàutica::Arquitectura naval::Tipologia de vaixells
Radar simulators--Mathematical models--Software
Ships--Classification
Coherent target decomposition
GRECOSAR
POLInSAR
SAR simulation
Ship classification
Synthetic-aperture radar
Vessel classification algorithm
Vaixells -- Classificació
Radar d'obertura sintètica -- Interferències
Attribution 3.0 Spain
http://creativecommons.org/licenses/by/3.0/es/
Article
MDPI Molecular Diversity Preservation International
         

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