A novel hybrid Freeman/eigenvalue decomposition with general scattering models

ZHANG Shuang; WANG Shuang; JIAO Li-Cheng; CHEN Bo; LIU Fang; MAO Sha-Sha; KE Xi-Zheng

doi:10.11972/j.issn.1001-9014.2015.03.002

[1] Cloude S. R. Pottier E. A review of target decomposition theorems in radar polarimetry ［J］. IEEE Transactions on Geoscience and Remote Sensing, 1996, 34(2): 498-518.

[2] 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.

[3] Freeman A., Durden S. L. A three-component scattering model for polarimetric SAR data ［J］. IEEE Transactions on Geoscience and Remote Sensing, 1998, 36(3): 963-973.

[4] Yamaguchi Y., Moriyama T., Ishido M., et al. Four-component scattering model for polarimetric SAR image decomposition ［J］. IEEE Transactions on Geoscience and Remote Sensing, 2005, 43(8): 1699-1706.

[5] Freeman A. Fitting a Two-Component Scattering Model to Polarimetric SAR Data from Forests ［J］. IEEE Transactions on Geoscience and Remote Sensing, 2007, 45(8): 2583-2592.

[6] Arii M., Zyl J. J. van, Kim Y. J. Adaptive model-based decomposition of polarimetric SAR covariance matrices ［J］. IEEE Transactions on Geoscience and Remote Sensing, 2011, 49(3): 1104-1113.

[7] Antropov O., Rauste Y. Hme T. Volume scattering modeling in PolSAR decomposition: study of ALOS PALSAR data over Boreal forest ［J］. IEEE Transactions on Geoscience and Remote Sensing, 2011, 49(10): 3838-3848.

[8] Yamaguchi Y., Sato A., Boerner W. M. et al. Four-component scattering power decomposition with rotation of coherency matrix ［J］. IEEE Transactions on Geoscience and Remote Sensing, 2011, 49(6): 2251-2258.

[9] Lee J. S., Ainsworth T. L. The effect of orientation angle compensation on coherency matrix and polarimetric target decompositions ［J］. IEEE Transactions on Geoscience and Remote Sensing, 2011, 49(1): 53-64.

[10] An W., Cui Y., Yang J. Three-component model-based decomposition for Polarimetric SAR data ［J］. IEEE Transactions on Geoscience and Remote Sensing, 2010, 48(6): 2732-2739.

[11] Sato A., Yamaguchi Y., Singh G. et al. Four-component scattering power decomposition with extended volume scattering model ［J］. IEEE Transactions on Geoscience and Remote Sensing, 2012, 9(2): 166-170.

[12] Singh G., Yamaguchi Y. Park S. E. General four-component scattering power decomposition using unitary transformation ［J］. IEEE Transactions on Geoscience and Remote Sensing, 2013, 51(5): 3014-3022.

[13] Cloude S. R. Polarisation: Applications in Remote Sensing ［M］. London, U.K.: Oxford Univ. Press, 2009.

[14] Singh G., Yamaguchi Y., Park S. E., et al. Hybrid Freeman/Eigenvalue decomposition method with extended volume scattering model ［J］. IEEE Geoscience Remote Sensing Letters, 2013, 10(1): 81-83.

[15] Lee J. S., Grunes M. R., Pottier E., et al. Unsupervised terrain classification preserving scattering characteristics ［J］. IEEE Transactions on Geoscience and Remote Sensing, 2004, 42(4): 722-731.

[16] Berman J. D. B., Sanchez J. M. L. Applying the Freeman–Durden Decomposition Concept to Polarimetric SAR Interferometry ［J］. IEEE Transactions on Geoscience and Remote Sensing, 2010, 48(1): 466-479.

[17] Sharma J. J., Hajnsek I., Papathanassiou K. P., Polarimetric decomposition over Glacier ice using long-wavelength airborne PolSAR ［J］. IEEE Transactions on Geoscience and Remote Sensing, 2011, 49(1): 519-535.

[18] Neumann M., Ferro-Famil L., Reigber A. Improvement of vegetation parameter retrieval from polarimetric SAR interferometry using a simple polarimetric scattering model. ［J］.POLinSAR 2009, Rome, Italy, Jan. 2009.

[19] Xu F., Jin Y. Q. Deorientation theory of polarimetric scattering targets and application to terrain surface classification ［J］. IEEE Transactions on Geoscience and Remote Sensing, 2005, 43(10): 2351-2364.

[20] Cloude, S. R., Group theory and polarization algebra ［J］OPTIK, 1986, 75(1): 26-36.

[21] Lee J. S., Pottier E. Polarimetric Radar Imaging: From Basics to Applications ［M］. Boca Raton, FL: CRC Press, 2009.

[22] http: ∥earth.eo.esa.int/polsarpro/datasets.html［EB OL］.

[23] Lee J S. Improved sigma filter for speckle filtering of SAR imagery ［J］. IEEE Transactions on Geoscience and Remote Sensing, 2009, 47(1): 202-213.