Classification comparisons between dual-pol, compact polarimetric and quad-pol SAR imagery |
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Authors: | T.L. Ainsworth J.P. Kelly J.-S. Lee |
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Affiliation: | aCode 7263, Remote Sensing Division, Naval Research Laboratory, 4555 Overlook Ave. SW, Washington, DC, 20375, USA |
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Abstract: | We present a study of the polarimetric information content of dual-pol imaging modes and dual-pol imaging extended by polarimetric scattering models. We compare Wishart classifications both among the partial polarimetric datasets and against the full quad-pol dataset. Our emphasis is the inter-comparisons between the classification results based on dual-pol modes, compact polarimetric modes and scattering model extensions of the compact polarimetric modes. We primarily consider novel dual-pol modes, e.g. transmitting a circular polarization and receiving horizontal and vertical polarizations, and the pseudo-quad-pol data derived from polarimetric scattering models based on dual-pol data. We show that the overall classification accuracy of the pseudo-quad-pol data is essential the same as the classification accuracy obtained directly employing the underlying dual-pol imagery. |
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Keywords: | Remote sensing SAR Classification |
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