Pol-SAR Classification Based on Generalized Polar Decomposition of Mueller Matrix
文献类型：期刊论文
| 作者 | Wang, Hanning; Zhou, Zhimin; Turnbull, John; Song, Qian; Qi F(祁峰)
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| 刊名 | IEEE GEOSCIENCE AND REMOTE SENSING LETTERS
 |
| 出版日期 | 2016 |
| 卷号 | 13期号:4页码:565-569 |
| 关键词 | Generalized polar decomposition Mueller matrix polarimetric SAR classification roll-invariant parameters |
| ISSN号 | 1545-598X |
| 产权排序 | 3 |
| 通讯作者 | Wang, Hanning ; Turnbull, John ; 祁峰 |
| 中文摘要 | 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. |
| WOS标题词 | Science & Technology ; Physical Sciences ; Technology |
| 类目[WOS] | Geochemistry & Geophysics ; Engineering, Electrical & Electronic ; Remote Sensing ; Imaging Science & Photographic Technology |
| 研究领域[WOS] | Geochemistry & Geophysics ; Engineering ; Remote Sensing ; Imaging Science & Photographic Technology |
| 关键词[WOS] | SUPPORT VECTOR MACHINES ; LIGHT |
| 收录类别 | SCI ; EI |
| 语种 | 英语 |
| WOS记录号 | WOS:000373009800019 |
| 源URL | [http://ir.sia.cn/handle/173321/18494]  |
| 专题 | 沈阳自动化研究所_光电信息技术研究室 |
| 推荐引用方式 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. |
入库方式： OAI收割
来源：沈阳自动化研究所
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