Title :
Comparison of regularized inversion methods in synthetic aperture imaging radiometry
Author :
Picard, Bruno ; Anterrieu, Eric
Author_Institution :
Signal & Image Process. Group, Centre Eur. de Recherche et de Formation Avancee en Calcul Scientifique, Toulouse, France
Abstract :
This paper is concerned with the reconstruction of radiometric brightness temperature maps from interferometric measurements. The corresponding inverse problem is often ill-posed unless a regularizing constraint is introduced in order to provide a unique and stable solution. Standard regularizing approaches are compared and illustrated with numerical simulations carried out in reference to the Soil Moisture and Ocean Salinity space mission led by the European Space Agency.
Keywords :
hydrological techniques; inverse problems; microwave imaging; moisture measurement; oceanographic techniques; radiometry; remote sensing; seawater; soil; European Space Agency; Soil Moisture and Ocean Salinity space mission; interferometric measurements; interferometry; inverse problem; numerical simulations; radiometric brightness temperature maps; regularized inversion methods; synthetic aperture imaging radiometry; Apertures; Brightness temperature; Extraterrestrial measurements; Frequency; Inverse problems; Microwave imaging; Microwave radiometry; SMOS mission; Sea measurements; Space missions;
Journal_Title :
Geoscience and Remote Sensing, IEEE Transactions on
DOI :
10.1109/TGRS.2004.841482