Title :
Complex scene analysis from Time-Frequency statistics of POLSAR data
Author :
Ferro-Famil, Laurent ; Reigber, Andreas
Author_Institution :
Univ. of Rennes 1, Rennes
Abstract :
This article presents a statistical approach for the study of PolSAR images using Time-Frequency (TF) correlation properties. PolSAR information is analyzed using a linear time- frequency (TF) decomposition which permits to describe a scene polarimetric behavior for different azimuth angles of observation and frequencies of illumination. A TF signal model is proposed and studied using two statistical descriptors related to the signal stationary aspect and coherence in the time-frequency domain. These indicators are shown to provide complementary information for an enhanced description of the scene.
Keywords :
geophysical techniques; radar polarimetry; statistical analysis; synthetic aperture radar; PolSAR images; Time-Frequency correlation properties; Time-Frequency signal model; linear time- frequency decomposition; signal stationary aspect; statistical approach; Anisotropic magnetoresistance; Azimuth; Buildings; Electromagnetic scattering; Image analysis; Layout; Radar scattering; Signal analysis; Statistical analysis; Time frequency analysis;
Conference_Titel :
Geoscience and Remote Sensing Symposium, 2007. IGARSS 2007. IEEE International
Conference_Location :
Barcelona
Print_ISBN :
978-1-4244-1211-2
Electronic_ISBN :
978-1-4244-1212-9
DOI :
10.1109/IGARSS.2007.4424029