DocumentCode :
1872467
Title :
Characterizing multi-layered vegetation with dual-polarimetric TerraSAR-X imagery
Author :
Dhar, A. Tishampati ; Gray, B. Doug ; Menges, C. Carl
Author_Institution :
Dept. of Electr. & Electron. Eng., Univ. of Adelaide, Adelaide, SA, Australia
fYear :
2011
fDate :
24-29 July 2011
Firstpage :
401
Lastpage :
404
Abstract :
This paper demonstrates the application of the Gaussian mixture model technique for separation of phase centres in an area containing the aggregate of scattering centres at multiple distances from the SAR sensor. Typically co-polar phase differences have a unimodal gaussian distribution over a diffuse scatterer with high interchannel coherence. This paper shows that in special conditions the phase difference distribution is multimodal with stable mean values and standard deviation over time, indicating correspondence to the separation of coherent scattering centres over the target area.
Keywords :
Gaussian distribution; radar polarimetry; synthetic aperture radar; vegetation; vegetation mapping; Gaussian mixture model; SAR sensor; copolar phase difference; dual polarimetric terra SAR-X imagery; interchannel coherence; multilayered vegetation; phase centre separation; phase difference distribution; scattering centre; unimodal Gaussian distribution; Approximation methods; Coherence; Educational institutions; Gaussian distribution; Mathematical model; Vegetation mapping; SAR; dual-polarimetric; gaussian mixtures; vegetation;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Geoscience and Remote Sensing Symposium (IGARSS), 2011 IEEE International
Conference_Location :
Vancouver, BC
ISSN :
2153-6996
Print_ISBN :
978-1-4577-1003-2
Type :
conf
DOI :
10.1109/IGARSS.2011.6048984
Filename :
6048984
Link To Document :
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