Title :
Interferometric SAR adaptive filtering method for improved yield and detail
Author :
Frankot, Robert T.
Author_Institution :
Raytheon Syst. Co., Tucson, AZ, USA
Abstract :
This paper presents a family of multiple scale adaptive filters which automatically adapt their impulse response width to the local data characteristics, optimizing the accuracy, yield, and/or detail of interferometric measurements. For interferometric SAR, under the best of conditions, significant filtering is required in order to make reliable phase measurements in topographic mapping and other applications. Typically a filter with fixed impulse response width is applied to the complex interferogram. Yet, interferometric SAR data is extremely variable in terms of signal-to-noise ratio (SNR), intrinsic coherence, amount of detail and severity of the relief present in the terrain. The optimum filter width-even the feasible width-can vary from one resolution element to another in areas of high relief or high deformation gradients
Keywords :
adaptive signal processing; geophysical signal processing; geophysical techniques; radar imaging; remote sensing by radar; spaceborne radar; synthetic aperture radar; topography (Earth); InSAR; SAR; adaptive filtering method; geophysical measurement technique; interferometric SAR; land surface topography; multiple scale adaptive filter; optimum filter width; radar remote sensing; spaceborne radar; synthetic aperture radar; terrain mapping; topographic mapping; Adaptive filters; Digital elevation models; Facsimile; Filtering; Phase measurement; Research and development; Shape; Signal resolution; Signal to noise ratio; Terrain mapping;
Conference_Titel :
Geoscience and Remote Sensing Symposium Proceedings, 1998. IGARSS '98. 1998 IEEE International
Conference_Location :
Seattle, WA
Print_ISBN :
0-7803-4403-0
DOI :
10.1109/IGARSS.1998.702803