Title :
Multiresolution phase unwrapping for SAR interferometry
Author :
Davidson, Gordon W. ; Bamler, Richard
Author_Institution :
MacDonald Dettwiler, Richmond, BC, Canada
fDate :
1/1/1999 12:00:00 AM
Abstract :
An approach to two-dimensional (2D) phase unwrapping for synthetic aperture radar (SAR) interferometry is presented, based on separate steps of coarse phase and fine phase estimation. A technique called adaptive multiresolution is introduced for local fringe frequency estimation, in which difference frequencies between resolution levels are estimated and summed such that a sufficiently conservative phase gradient field is maintained. A coarse unwrapped phase of the full terrain height is then constructed using weighted least-squares based on coherence weighting. This coarse phase is used in a novel approach to slope-adaptive spectral shift filtering and to reduce the phase variation of the interferogram. The resulting interferogram can be more accurately multilooked and unwrapped with any algorithm. In this paper, fine phase construction is done with weighted least-squares and with weights determined by simple morphological operations on residues. The approach is verified on a simulated complex interferogram and real SAR data
Keywords :
geophysical techniques; radar imaging; remote sensing by radar; synthetic aperture radar; terrain mapping; InSAR; SAR interferometry; adaptive multiresolution; coarse phase; coherence weighting; difference frequencies; fine phase estimation; geophysical measurement technique; land surface topography; local fringe frequency estimation; multiresolution phase unwrapping; phase gradient field; radar imaging; radar remote sensing; synthetic aperture radar; terrain height; terrain mapping; two-dimensional phase unwrapping; weighted least-squares; Filtering; Frequency estimation; Interferometry; Morphological operations; Phase estimation; Phase measurement; Surface morphology; Surface waves; Synthetic aperture radar; Two dimensional displays;
Journal_Title :
Geoscience and Remote Sensing, IEEE Transactions on