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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)
Department光电信息技术研究室
Source PublicationIEEE GEOSCIENCE AND REMOTE SENSING LETTERS
ISSN1545-598X
2016
Volume13Issue:4Pages:565-569
Indexed BySCI ; EI
EI Accession number20161002062376
WOS IDWOS:000373009800019
Contribution Rank3
KeywordGeneralized Polar Decomposition Mueller Matrix Polarimetric Sar Classification Roll-invariant Parameters
AbstractIn 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.
Language英语
WOS HeadingsScience & Technology ; Physical Sciences ; Technology
WOS SubjectGeochemistry & Geophysics ; Engineering, Electrical & Electronic ; Remote Sensing ; Imaging Science & Photographic Technology
WOS KeywordSUPPORT VECTOR MACHINES ; LIGHT
WOS Research AreaGeochemistry & Geophysics ; Engineering ; Remote Sensing ; Imaging Science & Photographic Technology
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Document Type期刊论文
Identifierhttp://ir.sia.cn/handle/173321/18494
Collection光电信息技术研究室
Corresponding AuthorWang, Hanning; Turnbull, John; Qi F(祁峰)
Affiliation1.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
Recommended Citation
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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