Title :
A virtual resampling technique for algebraic two-dimensional phase unwrapping
Author :
Kitahara, Daichi ; Yamagishi, Masao ; Yamada, Isao
Author_Institution :
Dept. of Commun. & Comput. Eng., Tokyo Inst. of Technol., Tokyo, Japan
Abstract :
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.
Keywords :
optimisation; piecewise polynomial techniques; radar interferometry; signal reconstruction; synthetic aperture radar; algebraic phase unwrapping; algebraic two-dimensional phase unwrapping; complex function zero; continuous phase reconstruction problem; convex optimization; convex resampling; interferometric synthetic aperture radar; piecewise polynomials; terrain height estimation; two-step phase unwrapping algorithm; unwrapped phase; virtual resampling technique; Additive noise; Cost function; Estimation; Receiving antennas; Splines (mathematics); Synthetic aperture radar; Transmitting antennas; Two-dimensional phase unwrapping; algebraic phase unwrapping; convex optimization; interferometric synthetic aperture radar;
Conference_Titel :
Acoustics, Speech and Signal Processing (ICASSP), 2015 IEEE International Conference on
Conference_Location :
South Brisbane, QLD
DOI :
10.1109/ICASSP.2015.7178696