A virtual resampling technique for algebraic two-dimensional phase unwrapping

Two-dimensional (2D) phase unwrapping is a reconstruction problem of a continuous phase, defined over 2D-domain, from its wrapped samples. In our previous work, we presented a two-step phase unwrapping algorithm which first constructs, as the real and imaginary parts of a complex function, a pair of piecewise polynomials having no common zero over the domain, then estimates the unwrapped phase by applying the algebraic phase unwrapping. In this paper, we propose a preprocessing of the above algorithm for avoiding the appearance of zeros of the complex function in the first step. The proposed preprocessing is implemented by a convex optimization and resampling, and its effectiveness is shown in a terrain height estimation by the interferometric synthetic aperture radar.

[1]  I. W. Wright Splines in Statistics , 1983 .

[2]  L. Ying PHASE UNWRAPPING , 2005 .

[3]  Louis A. Romero,et al.  Robust two-dimensional weighted and unweighted phase unwrapping that uses fast transforms and iterative methods , 1994 .

[4]  B. Silverman,et al.  Functional Data Analysis , 1997 .

[5]  Louis A. Romero,et al.  Minimum Lp-norm two-dimensional phase unwrapping , 1996 .

[6]  Li Ping,et al.  Minimum L~2-norm two dimensional phase unwrapping , 2005 .

[7]  Isao Yamada,et al.  High-resolution estimation of the directions-of-arrival distribution by algebraic phase unwrapping algorithms , 2011, Multidimens. Syst. Signal Process..

[8]  Isao Yamada,et al.  Algebraic phase unwrapping over collection of triangles based on two-dimensional spline smoothing , 2014, 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

[9]  Mario Costantini,et al.  A novel phase unwrapping method based on network programming , 1998, IEEE Trans. Geosci. Remote. Sens..

[10]  Isao Yamada,et al.  Algebraic phase unwrapping along the real axis: extensions and stabilizations , 2015, Multidimens. Syst. Signal Process..

[11]  C. W. Chen,et al.  Network approaches to two-dimensional phase unwrapping: intractability and two new algorithms. , 2000, Journal of the Optical Society of America. A, Optics, image science, and vision.

[12]  B. Mercier,et al.  A dual algorithm for the solution of nonlinear variational problems via finite element approximation , 1976 .

[13]  R. Hanssen Radar Interferometry: Data Interpretation and Error Analysis , 2001 .

[14]  Atsushi Momose,et al.  Phase Tomography by X-ray Talbot Interferometry for Biological Imaging , 2006 .

[15]  Isao Yamada,et al.  Algebraic multidimensional phase unwrapping and zero distribution of complex polynomials-characterization of multivariate stable polynomials , 1998, IEEE Trans. Signal Process..

[16]  Petra Kaufmann,et al.  Two Dimensional Phase Unwrapping Theory Algorithms And Software , 2016 .

[17]  J Szumowski,et al.  Phase unwrapping in the three-point Dixon method for fat suppression MR imaging. , 1994, Radiology.

[18]  H Zhao,et al.  Phase-unwrapping algorithm for the measurement of three-dimensional object shapes. , 1994, Applied optics.

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

[20]  M.P. Hayes,et al.  Synthetic Aperture Sonar: A Review of Current Status , 2009, IEEE Journal of Oceanic Engineering.

[21]  Janusz Wasowski,et al.  Investigating landslides with space-borne Synthetic Aperture Radar (SAR) interferometry , 2006 .