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Windowed Fourier filtered and quality guided phase unwrapping algorithm: on locally high-order polynomial phase.

作者信息

Kemao Qian, Gao Wenjing, Wang Haixia

机构信息

School of Computer Engineering, Nanyang Technological University, Singapore, 639798.

出版信息

Appl Opt. 2010 Mar 1;49(7):1075-9. doi: 10.1364/AO.49.001075.

Abstract

A windowed Fourier filtered and quality guided (WFF-QG) phase unwrapping algorithm was proposed recently [Appl. Opt. 47, 5420-5428 (2008)], based on the windowed Fourier transform [Appl. Opt. 47, 5408-5419 (2008)] where the phase is assumed to be locally quadric. We consider a locally higher order polynomial phase. After the phase is filtered and unwrapped by the WFF-QG, it is postprocessed by a congruence operation (CO), so that the unwrapped phase is congruent to the original wrapped phase. The unwrapped phase can now be assumed to be a locally high-order polynomial, and, consequently, least squares fitting (LSF) is proposed to suppress the noise. This postprocessing algorithm is abbreviated as CO-LSF. The CO-LSF is theoretically a reasonable choice to improve the WFF-QG results, especially when the noise is severe. This is because for severe noise, a large window is necessary for reliable phase extraction in the WFF-QG. However, this large window makes the quadric phase assumption less reasonable and leads to a large phase error. The CO-LSF thus helps to reduce the phase error by more reasonably assuming that the phase is a high-order polynomial. The polynomial order of 4 is suggested for the CO-LSF, as higher order polynomials do not give significant improvement to the WFF-QG. One disadvantage of the CO-LSF is that it is more sensitive to phase discontinuities than the WFF-QG.

摘要

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