Classification comparisons between dual-pol, compact polarimetric and quad-pol SAR imagery

被引:139
作者
Ainsworth, T. L. [1 ]
Kelly, J. P. [1 ]
Lee, J. -S. [1 ]
机构
[1] USN, Res Lab, Remote Sensing Div, Washington, DC 20375 USA
关键词
Remote sensing; SAR; Classification; SYMMETRY PROPERTIES;
D O I
10.1016/j.isprsjprs.2008.12.008
中图分类号
P9 [自然地理学];
学科分类号
0705 ; 070501 ;
摘要
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. Published by Elsevier B.V. on behalf of International Society for Photogrammetry and Remote Sensing, Inc. (ISPRS).
引用
收藏
页码:464 / 471
页数:8
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