DocumentCode
792379
Title
A locally adaptive filter of interferometric phase images
Author
Wu, Nan ; Feng, Da-Zheng ; Li, Junxia
Author_Institution
Nat. Lab. of Radar Signal Process., Xidian Univ., Xi´´an, China
Volume
3
Issue
1
fYear
2006
Firstpage
73
Lastpage
77
Abstract
We propose an adaptive filtering approach for interferograms, which is a modification to the Lee adaptive complex filter. Based on local frequency estimates, we compute the normal orientation of local phase fringes. A directionally dependent filtering window is aligned perpendicular to the normal orientation of local phase fringes (i.e., along local phase fringes) by interpolation, making the pixels included in the filtering window have approximately more homogeneous values. Moreover, the computation of the filter parameter does not require local phase unwrapping in the real plane. This filter minimizes the loss of signal and reduces the level of noise. By using two sets of simulated data, its effectiveness can be seen in terms of the fidelity to noise-free phases, fringe preservation, and residue reduction.
Keywords
adaptive filters; adaptive signal processing; geophysical signal processing; geophysical techniques; interferometry; remote sensing by radar; synthetic aperture radar; Lee adaptive complex filter; SAR; adaptive filtering approach; filter parameter; filtering window; frequency estimate; fringe preservation; interferograms; interferometric phase images; interferometry; local phase fringes; noise level; phase filtering; residue reduction; signal loss; synthetic aperture radar; Adaptive filters; Computational modeling; Decorrelation; Filtering; Frequency estimation; Interferometry; Interpolation; Noise reduction; Phase estimation; Phase noise; Frequency estimate; interferometry; phase filtering; synthetic aperture radar (SAR);
fLanguage
English
Journal_Title
Geoscience and Remote Sensing Letters, IEEE
Publisher
ieee
ISSN
1545-598X
Type
jour
DOI
10.1109/LGRS.2005.856703
Filename
1576693
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