DocumentCode :
442656
Title :
Phase unwrapping: a new max-flow/min-cut based approach
Author :
Bioucas-Dias, José M. ; Valadão, Gonçalo
Author_Institution :
Inst. Superior Tecnico, IT, Lisboa, Portugal
Volume :
2
fYear :
2005
fDate :
11-14 Sept. 2005
Abstract :
The paper presents a new max-flow/min-cut approach for recovering the absolute phase from modulo-2π phase, the so-called phase unwrapping (PU) problem. The adopted criterion is the minimization of the Lp norm of phase differences, leading to computationally demanding integer optimization problems. The unwrapped phase is computed iteratively through a sequence of binary optimizations, each one mapped onto a max-flow/min-cut problem on a certain graph. Accordingly, we name this new algorithm PUMF (for phase unwrapping max-flow). A set of experimental results illustrates the effectiveness of PUMF approach, namely for 0 < p < 1, where most competitors fail.
Keywords :
image processing; iterative methods; binary optimizations; integer optimization; iterative methods; max-flow min-cut based approach; modulo-2π phase; phase unwrapping; Antenna measurements; Bayesian methods; Distortion measurement; Iterative algorithms; Least squares approximation; Magnetic resonance imaging; Phase measurement; Surfaces; Synthetic aperture radar interferometry; Wavelength measurement;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Image Processing, 2005. ICIP 2005. IEEE International Conference on
Print_ISBN :
0-7803-9134-9
Type :
conf
DOI :
10.1109/ICIP.2005.1529995
Filename :
1529995
Link To Document :
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