Title :
High-Resolution SAR Interferometry: Estimation of Local Frequencies in the Context of Alpine Glaciers
Author :
Vasile, Gabriel ; Trouvé, Emmanuel ; Petillot, Ivan ; Bolon, Philippe ; Nicolas, Jean-Marie ; Gay, Michel ; Chanussot, Jocelyn ; Landes, Tania ; Grussenmeyer, Pierre ; Buzuloiu, Vasile ; Hajnsek, Irena ; Andres, Christian ; Keller, Martin ; Horn, Ralf
fDate :
4/1/2008 12:00:00 AM
Abstract :
Synthetic aperture radar (SAR) interferometric data offer the opportunity to measure temperate glacier surface topography and displacement. The increase of the resolution provided by the most recent SAR systems has some critical implications. For instance, a reliable estimate of the phase gradient can only be achieved by using interferogram local frequencies. In this paper, an original two-step method for estimating local frequencies is proposed. The 2-D phase signal is considered to have two deterministic components corresponding to low-resolution (LR) fringes and high-resolution (HR) patterns due to the local microrelief, respectively. The first step of the proposed algorithm consists in the LR phase flattening. In the second step, the local HR frequencies are estimated from the phase 2-D autocorrelation function computed on adaptive neighborhoods. This neighborhood is the set of connected pixels belonging to the same HR spatial feature and respecting the ldquolocal stationarityrdquo hypothesis. Results with both simulated TerraSAR-X interferograms and real airborne E-SAR images are presented to illustrate the potential of the proposed method.
Keywords :
geophysical signal processing; glaciology; hydrological techniques; radar interferometry; radar signal processing; remote sensing by radar; synthetic aperture radar; topography (Earth); 2D phase signal; Alpine glaciers; E-SAR images; LR phase flattening; TerraSAR-X interferograms; glacier displacement; high resolution SAR interferometry; high resolution patterns; local HR frequency estimation; local frequency estimation; low resolution fringes; phase 2D autocorrelation function; synthetic aperture radar; temperate glacier surface topography; Adaptive neighborhood; Experimental synthetic aperture radar (E-SAR); SAR interferometry (InSAR); TerraSAR-X; glacier monitoring; local frequencies;
Journal_Title :
Geoscience and Remote Sensing, IEEE Transactions on
DOI :
10.1109/TGRS.2007.912713