Classification comparisons between dual-pol and quad-pol SAR imagery

T. Ainsworth, Jong-Sen Lee, L. Chang
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引用次数: 14

Abstract

We present a study of the polarimetric information content of dual-pol imaging modes, e.g. (HH, HV) and (VV, VH), and compare these against full quad-pol datasets. We discuss classification accuracies for various dual-pol datasets over several terrain/vegetation types with respect to the full quad-pol classification. The linear polarization modes implemented on space borne SAR systems are of primary importance. However, we also consider novel dual-pol modes, e.g. transmitting a circular polarization and receiving both H and V polarizations, and the so-call compact polarimetry models based on dual-pol data. Our primary emphasis is the inter-comparisons amongst the various dual-pol and compact polarimetric modes.
双极化与四极化SAR图像的分类比较
我们研究了双极化成像模式的偏振信息含量,例如(HH, HV)和(VV, VH),并将其与完整的四极化数据集进行了比较。我们讨论了在几种地形/植被类型上的各种双pol数据集的分类精度,以及完整的四pol分类。在星载SAR系统中实现线性极化模式是至关重要的。然而,我们也考虑了新的双偏振模式,例如发射圆偏振并同时接收H和V偏振,以及基于双偏振数据的所谓紧凑偏振模型。我们的主要重点是各种双极化和紧凑极化模式之间的相互比较。
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