Title :
Enhancing complex interferograms by anisotropic diffusion
Author :
González, F. Rodríguez ; Datcu, M.
Author_Institution :
German Aerosp. Center, Oberpfaffenhofen, Germany
Abstract :
In this paper a new algorithm for interferometric phase restoration is presented. Firstly, a continuous framework for anisotropic phase diffusion is stated. A tensorial based metric allows directional control. The periodic continuous structure of the phase representation is accounted for. Secondly, this framework is adapted for interferometric phase filtering. Progressive re-estimation of directionality avoids directional bias. Isotropy and anisotropy are adaptively combined with a constant overall diffusion rhythm, so that the degree of regularization is the same regardless of the underlying topography. Robust estimation minimizes the spread of outliers. Results on both synthetic and TerraSAR-X data are provided.
Keywords :
geophysical image processing; radar interferometry; remote sensing by radar; synthetic aperture radar; TerraSAR-X data; anisotropic phase diffusion; anisotropy; complex interferograms; diffusion tensor; directional control; interferometric phase filtering; interferometric phase restoration algorithm; isotropy; nonlinear diffusion; periodic continuous structure; regularization degree; synthetic data; tensorial based metric; topography; Anisotropic magnetoresistance; Filtering; Interferometry; Low pass filters; Periodic structures; Rhythm; Robustness; Signal restoration; Surfaces; Tensile stress; diffusion tensor; interferometry; non-linear diffusion; phase restoration; structure tensor;
Conference_Titel :
Geoscience and Remote Sensing Symposium,2009 IEEE International,IGARSS 2009
Conference_Location :
Cape Town
Print_ISBN :
978-1-4244-3394-0
Electronic_ISBN :
978-1-4244-3395-7
DOI :
10.1109/IGARSS.2009.5417434