Classification comparisons between dual-pol, compact polarimetric and quad-pol SAR imagery

作者: T.L. Ainsworth , J.P. Kelly , J.-S. Lee

DOI: 10.1016/J.ISPRSJPRS.2008.12.008

关键词: Computer scienceRemote sensingSynthetic aperture radarCircular polarizationPolarization (waves)PolarimetryScatteringWishart distribution

摘要: Abstract We present a study of the polarimetric information content dual-pol imaging modes and extended by scattering models. compare Wishart classifications both among partial datasets against full quad-pol dataset. Our emphasis is inter-comparisons between classification results based on modes, compact model extensions modes. primarily consider novel e.g. transmitting circular polarization receiving horizontal vertical polarizations, pseudo-quad-pol data derived from models data. show that overall accuracy essential same as obtained directly employing underlying imagery.

参考文章(14)
M. Peiss, J. S. :Lee, T. L. Ainsworth, N. Stacy, M. Nord, Analysis of Compact Polarimetric SAR Imaging Modes ESASP. ,vol. 644, pp. 18- ,(2007)
W. Marinelli, H. L. Winters, D. B. J. Bussey, C. L. Lichtenberg, P. D. Spudis, R. K. Raney, S. Nozette, Mini-RF: Imaging Radars for Exploring the Lunar Poles Lunar and Planetary Science Conference. pp. 1610- ,(2007)
J.-C. Souyris, P. Imbo, R. Fjortoft, Sandra Mingot, Jong-Sen Lee, Compact polarimetry based on symmetry properties of geophysical media: the /spl pi//4 mode IEEE Transactions on Geoscience and Remote Sensing. ,vol. 43, pp. 634- 646 ,(2005) , 10.1109/TGRS.2004.842486
J. S. LEE, M. R. GRUNES, R. KWOK, Classification of multi-look polarimetric SAR imagery based on complex Wishart distribution International Journal of Remote Sensing. ,vol. 15, pp. 2299- 2311 ,(1994) , 10.1080/01431169408954244
S. V. Nghiem, S. H. Yueh, R. Kwok, F. K. Li, Symmetry properties in polarimetric remote sensing Radio Science. ,vol. 27, pp. 693- 711 ,(1992) , 10.1029/92RS01230
R.K. Raney, Hybrid-Polarity SAR Architecture international geoscience and remote sensing symposium. ,vol. 45, pp. 3397- 3404 ,(2006) , 10.1109/TGRS.2007.895883
Donald B. Campbell, Bruce A. Campbell, Lynn M. Carter, Jean-Luc Margot, Nicholas J. S. Stacy, No evidence for thick deposits of ice at the lunar south pole Nature. ,vol. 443, pp. 835- 837 ,(2006) , 10.1038/NATURE05167
S.R. Cloude, E. Pottier, A review of target decomposition theorems in radar polarimetry IEEE Transactions on Geoscience and Remote Sensing. ,vol. 34, pp. 498- 518 ,(1996) , 10.1109/36.485127
A. Freeman, S.L. Durden, A three-component scattering model for polarimetric SAR data IEEE Transactions on Geoscience and Remote Sensing. ,vol. 36, pp. 963- 973 ,(1998) , 10.1109/36.673687
Jong-Sen Lee, M.R. Grunes, G. de Grandi, Polarimetric SAR speckle filtering and its implication for classification IEEE Transactions on Geoscience and Remote Sensing. ,vol. 37, pp. 2363- 2373 ,(1999) , 10.1109/36.789635