Independent component analysis of polarimetric SAR data for separating ground and vegetation components

International Geoscience and Remote Sensing Symposium (IGARSS)

Volumn 4, Issue , 2009, Pages

  Tannous, Ola ^a   Kasilingam, Dayalan ^a  

^a UNIVERSITY OF MASSACHUSETTS DARTMOUTH   (United States)

Author keywords

Classification; Independent component analysis; Polarimetry; Scattering; Synthetic aperture radar

Indexed keywords

BACKSCATTERED SIGNAL; CLASSIFICATION; FASTICA ALGORITHMS; FIELD DATA; POLARIMETRIC SAR DATA; POLARIMETRY; SCOTLAND; VEGETATION COMPONENTS; VEGETATION SCATTERING;

ELECTROMAGNETIC WAVE EMISSION; ELLIPSOMETRY; GEOLOGY; HEMODYNAMICS; IMAGE CLASSIFICATION; IMAGING SYSTEMS; POLARIMETERS; POLAROGRAPHIC ANALYSIS; RADAR; REMOTE SENSING; SCATTERING; SYNTHETIC APERTURE RADAR; SYNTHETIC APERTURES; VEGETATION;

INDEPENDENT COMPONENT ANALYSIS;

EID: 77951272524     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IGARSS.2009.5417366     Document Type: Conference Paper

References (8)

1. S. R. Cloude and E. Pottier, "An Entropy Based Classification Scheme for Land Applications of Polarimetric SAR," IEEE Trans. Geosci Remote Sensing., pp. 68-78, January 1997.
2. J-S Lee, M.R. Grunes, E. Pottier and L. Ferro-Famil, "Unsupervised Terrain Classification Preserving Polarimetric Scattering Characteristics," IEEE Trans. Geosci Remote Sensing., pp. 722-731, April 2004.
3. A. Freeman and S.L. Durden, "A Three-Component Scattering Model for Polarimetric SAR Data," IEEE Trans. Geosci Remote Sensing., pp. 963-973, May 1998.
4. S. R. Cloude and K.P. Papathanamassiou, "Polarimetric SAR Interferometry," IEEE Trans. Geosci Remote Sensing., pp. 1551-1565, September 1998.
5. H. Chen and D. Kasilingam, "New Blind Source Separation Technique for Removing Vegetation Bias in Polarimetric SAR Interferometer Measurements," Proc. Intl. Geosci. Remote Sensing Symp., pp. 4860-4862, July 2005.
6. A. Hyvärinen and E. Oja, "A Fast Fixed-Point Algorithm for Independent Component Analysis," Neural Computation, pp. 1483-1492, 1997. (Pubitemid 127462801)
7. J. Karhunen, E. Oja, L. Wang, R. Vigário and J. Joutsensalo, "A Class of Neural Networks for Independent Component Analysis," IEEE Trans. Neural Networks, pp. 486-504, 1997. (Pubitemid 127767795)
8. E. Bingham and A. Hyvärinen, "A Fast Fixed-Point Algorithm for Independent Component Analysis of Complex Valued Signals," Intl. J. Neural Systems, pp. 1-8, 2000.