A locally adaptive filter of interferometric phase images

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.

[1]  C. Werner,et al.  Radar interferogram filtering for geophysical applications , 1998 .

[2]  Jong-Sen Lee,et al.  Intensity and phase statistics of multilook polarimetric and interferometric SAR imagery , 1994, IEEE Trans. Geosci. Remote. Sens..

[3]  S. Quegan,et al.  A statistical description of polarimetric and interferometric synthetic aperture radar data , 1995, Proceedings of the Royal Society of London. Series A: Mathematical and Physical Sciences.

[4]  Howard A. Zebker,et al.  Decorrelation in interferometric radar echoes , 1992, IEEE Trans. Geosci. Remote. Sens..

[5]  Akira Hirose,et al.  Adaptive noise reduction of InSAR images based on a complex-valued MRF model and its application t o phase unwrapping problem , 2002, IEEE Trans. Geosci. Remote. Sens..

[6]  M. Seymour,et al.  Maximum likelihood estimation for SAR interferometry , 1994, Proceedings of IGARSS '94 - 1994 IEEE International Geoscience and Remote Sensing Symposium.

[7]  E Trouvé,et al.  Fringe detection in noisy complex interferograms. , 1996, Applied optics.

[8]  Henri Maître,et al.  Improving phase unwrapping techniques by the use of local frequency estimates , 1998, IEEE Trans. Geosci. Remote. Sens..

[9]  Carlos López-Martínez,et al.  Modeling and reduction of SAR interferometric phase noise in the wavelet domain , 2002, IEEE Trans. Geosci. Remote. Sens..

[10]  C. Werner,et al.  Satellite radar interferometry: Two-dimensional phase unwrapping , 1988 .

[11]  Anastasios N. Venetsanopoulos,et al.  Nonlinear filtering for phase image denoising , 2002 .

[12]  Konstantinos Papathanassiou,et al.  A new technique for noise filtering of SAR interferometric phase images , 1998, IEEE Trans. Geosci. Remote. Sens..

[13]  Umberto Spagnolini,et al.  2-D phase unwrapping and instantaneous frequency estimation , 1995, IEEE Trans. Geosci. Remote. Sens..

[14]  Leslie M. Novak,et al.  Optimal speckle reduction in polarimetric SAR imagery , 1990 .

[15]  Mike P. Stewart,et al.  A modification to the Goldstein radar interferogram filter , 2003, IEEE Trans. Geosci. Remote. Sens..