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题名: Pol-SAR Classification Based on Generalized Polar Decomposition of Mueller Matrix
作者: Wang, Hanning; Zhou, Zhimin; Turnbull, John; Song, Qian; Qi F(祁峰)
作者部门: 光电信息技术研究室
关键词: Generalized polar decomposition ; Mueller matrix ; polarimetric SAR classification ; roll-invariant parameters
刊名: IEEE GEOSCIENCE AND REMOTE SENSING LETTERS
ISSN号: 1545-598X
出版日期: 2016
卷号: 13, 期号:4, 页码:565-569
收录类别: SCI
产权排序: 3
摘要: In this letter, we investigate an application of a generalized polar decomposition of the Mueller matrix for polarimetric synthetic aperture radar (Pol-SAR) classification. Six roll-invariant parameters (diattenuation, retardance, polarization power, depolarization anisotropy, depolarization power, and transmittance) are selected as features for the classification of scattering types. Experimental results using the AIRSAR data over Flevoland show that, for most field types, the D-R-A(Delta)-Delta-m(00) set provides the highest classification accuracy, followed by the D-R-P-Delta-Delta-m(00) set which also provides better accuracy than the widely used H-alpha-(delta-gamma)-A-span set. The proposed method would be valuable for Pol-SAR interpretation.
语种: 英语
WOS记录号: WOS:000373009800019
WOS标题词: Science & Technology ; Physical Sciences ; Technology
类目[WOS]: Geochemistry & Geophysics ; Engineering, Electrical & Electronic ; Remote Sensing ; Imaging Science & Photographic Technology
关键词[WOS]: SUPPORT VECTOR MACHINES ; LIGHT
研究领域[WOS]: Geochemistry & Geophysics ; Engineering ; Remote Sensing ; Imaging Science & Photographic Technology
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内容类型: 期刊论文
URI标识: http://ir.sia.cn/handle/173321/18494
Appears in Collections:光电信息技术研究室_期刊论文

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Recommended Citation:
Wang, Hanning,Zhou, Zhimin,Turnbull, John,et al. Pol-SAR Classification Based on Generalized Polar Decomposition of Mueller Matrix[J]. IEEE GEOSCIENCE AND REMOTE SENSING LETTERS,2016,13(4):565-569.
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文件名: Pol-SAR Classification Based on Generalized Polar Decomposition of Mueller Matrix.pdf
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