Title :
Algebraic phase unwrapping over collection of triangles based on two-dimensional spline smoothing
Author :
Kitahara, Daichi ; Yamada, Isao
Author_Institution :
Dept. of Commun. & Comput. Eng., Tokyo Inst. of Technol., Tokyo, Japan
Abstract :
Phase unwrapping is a reconstruction problem of the continuous phase function from its finite wrapped samples. Especially the two-dimensional phase unwrapping has been a common key for estimating many crucial physical information, e.g, the surface topography measured by interferometric synthetic aperture radar. However almost all two-dimensional phase unwrapping algorithms are suffering from either the path dependence or the excess smoothness of the estimated result. In this paper, to guarantee the path independence and the appropriate smoothness of the estimated result, we present a novel algebraic approach by combining the ideas in the algebraic phase unwrapping with techniques for a piecewise polynomial interpolation of two-dimensional finite data sequence.
Keywords :
geophysical signal processing; interpolation; linear algebra; piecewise polynomial techniques; radar interferometry; radar signal processing; smoothing methods; splines (mathematics); synthetic aperture radar; topography (Earth); 2D finite data sequence; 2D phase unwrapping algorithms; 2D spline smoothing; algebraic phase unwrapping; continuous phase function reconstruction problem; interferometric synthetic aperture radar; path dependence; piecewise polynomial interpolation; surface topography; Data analysis; Optics; Polynomials; Signal processing algorithms; Smoothing methods; Splines (mathematics); Synthetic aperture radar; Algebraic phase unwrapping; Functional data analysis; Interferometric synthetic aperture radar; Spline smoothing; Two-dimensional phase unwrapping;
Conference_Titel :
Acoustics, Speech and Signal Processing (ICASSP), 2014 IEEE International Conference on
Conference_Location :
Florence
DOI :
10.1109/ICASSP.2014.6854546