遥感技术与应用 2014, Vol. 29 Issue (2): 330-337 DOI: 10.11873j.issn.1004-0323.2014.2.0330 |
图像与数据处理 |
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基于中间层特征的全极化SAR监督地物分类 |
任俊英,苏彩霞,曹永锋 |
(贵州师范大学数学与计算机科学学院,贵州 贵阳 550000) |
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Supervised Land\|use Classification of Full Polarization SAR Image based on Middle Level Feature |
Ren Junying,Su,Caixia,Cao Yongfeng |
(School of Mathematics and Computer Science,Guizhou Normal University,Guiyang 550000,China) |
[1]Wang Chao,Zhang Hong,Chen Xi,et al.Full Polarization Synthetic Aperture Radar[M].Bejing:Science Press,2008.[王超,张红,陈曦,等.全极化合成孔径雷达[M].北京:科学出版社,2008.] [2]Kong J A,Yueh S H,Shin R T,et al.Classification of Earth Terrain Using Polarimetric Synthetic Aperture Radar Images[C]//Kong J A.PIER.Amsterdam,the Netherlands:Elsevier,1990.[3]Cloude S R,Pottier E.An Entropy based Classification Scheme for Land Applications of Polarimetric SAR[J].IEEE Transactions on Geoscience and Remote Sensing,1997,35(1):68-78.[4]Freeman A,Durden S.A Three-component Scattering Model for Polarimetric SAR Data[J].IEEE Transactions on Geoscience and Remote Sensing,1998,36(3):963-973.[5]Cao F,Hong W.A New Classification Method based on Cloude-pottier Eigenvalue/eigenvector Decomposition[C]//IEEE International Geoscience and Remote Sensing Symposium,2005,1:296-299.[6]Wang S,Liu K,Pei J J,et al .Unsupervised Classification of Fully Polarimetric SAR Images based on Scattering Power Entropy and Copolarized Ratio[J].IEEE Geoscience and Remote Sensing Letters,2013,10(3):622-626.[7]Lee J S,Grunes M R,Ainsworth T L,et al .Classification of Multi-look Polarimetric SAR Imagery based on Complex Wishart Distribution[J].IEEE Transactions on Geoscience and Remote Sensing,1999,37(5):2249-2258.[8]Pottier E.Unsupervised Classification Scheme and Topography Derivation of PolSAR Data based on the H/A/α Polarmetric Decomposition Theorem[C]//Proceedings of the 4th International Workshop on Radar Polarimetry,Nantes,France,1998.[9]Lee J S,Mitchell R G,Pottier E,et al .Unsupervised Terrain Classification Preserving Polarimetric Scattering Characteristics[J].IEEE Transactions on Geoscience and Remote Sensing,2004,42(4):722-731.[10]Lee J S,Mitchell R G,kwok r.Classification of Multi-look Polarization SAR Imagery based on the Complex Wishart Distribution[J].International Journal of Remote Sensing,1994,15(11):2299-2311.[11]Chen Jinsong,Shao Yun,Li Zhen.Full Polarization SAR Neural Network Classification based on the Theory of Target Decomposition[J].Chinese Journal of Image and Graphics,2004,9(5):552-556.[陈劲松,邵云,李震.基于目标分解理论的全极化SAR 图像神经网络分类方法[J].中国图象图形学报,2004,9(5):552-556.][12]Tian Xin,Chen Erxue,Li Zengyuan,et al.Rice/Dry-land Crop Discrimination Using Multi-polarization Satellite SAR Data——A Case Study in Haian County of Jiangsu Province[J].Remote Sensing Technology and Application,2012,27(3):406-412.[田昕,陈尔学,李增元,等.基于多极化星载SAR数据的水稻/旱田识别——以江苏省海安县为例[J].遥感技术与应用,2012,27(3):406-412.][13]Corr D G,Cloude S R,Ferro-Famil L,et al.A Review of the Application of SAR Polarimetry and Polarimetric Interfe- rometry——An ESA Funded Study[C]//Proceedings of the Workshop on POLinSAR-Applications of SAR Polarimetry and Polarimetric Interferometry (ESA SP-529),2003,Frascati,Italy.[14]Yang W,Liu Y,Xia G S,et al.Statistical Mid-level Features for Building-up Area Extraction from Full Polarimetric SAR Imagery[J].Progress in Electromagnetics Research,2012,132:233-254.[15]GB 50137-2011.Standard of Urban Land Classification and Planning Construction Land[S].2011.[ GB 50137-2011.城市用地分类与规划建设用地标准[S].2011.][16]Andrew R.Webb,Statistical Pattern Recognition,Second Edition[M].Beijing:Publishing House of Electronics Industry,2004. |
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