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Pol-SAR Classification Based on Generalized Polar Decomposition of Mueller Matrix
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
发表期刊IEEE GEOSCIENCE AND REMOTE SENSING LETTERS
ISSN1545-598X
2016
卷号13期号:4页码:565-569
收录类别SCI ; EI
EI收录号20161002062376
WOS记录号WOS:000373009800019
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标题词Science & Technology ; Physical Sciences ; Technology
WOS类目Geochemistry & Geophysics ; Engineering, Electrical & Electronic ; Remote Sensing ; Imaging Science & Photographic Technology
关键词[WOS]SUPPORT VECTOR MACHINES ; LIGHT
WOS研究方向Geochemistry & Geophysics ; Engineering ; Remote Sensing ; Imaging Science & Photographic Technology
引用统计
被引频次:9[WOS]   [WOS记录]     [WOS相关记录]
文献类型期刊论文
条目标识符http://ir.sia.cn/handle/173321/18494
专题光电信息技术研究室
通讯作者Wang, Hanning; Turnbull, John; Qi F(祁峰)
作者单位1.School of Electronic Science and Engineering, National University of Defense Technology, Changsha, China
2.Information Technology Services, University of Birmingham, Birmingham, United Kingdom
3.Key Laboratory of Opt-Electronic Information Processing, Shenyang Institute of Automation, Chinese Academy of Science, Shenyang, China
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GB/T 7714
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.
APA Wang, Hanning,Zhou, Zhimin,Turnbull, John,Song, Qian,&Qi F.(2016).Pol-SAR Classification Based on Generalized Polar Decomposition of Mueller Matrix.IEEE GEOSCIENCE AND REMOTE SENSING LETTERS,13(4),565-569.
MLA Wang, Hanning,et al."Pol-SAR Classification Based on Generalized Polar Decomposition of Mueller Matrix".IEEE GEOSCIENCE AND REMOTE SENSING LETTERS 13.4(2016):565-569.
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