Multichannel Phase Unwrapping With Graph Cuts

被引:59
作者
Ferraioli, Giampaolo [1 ]
Shabou, Aymen [2 ]
Tupin, Florence [2 ]
Pascazio, Vito [1 ]
机构
[1] Univ Napoli Parthenope, Dipartimento Tecnol, I-80143 Naples, Italy
[2] CNRS LTCI, TELECOM ParisTech, Inst TELECOM, F-75013 Paris, France
关键词
Graph cuts; Markov random field; multichannel synthetic aperture radar (SAR) interferometry; MARKOV RANDOM-FIELDS;
D O I
10.1109/LGRS.2009.2021165
中图分类号
P3 [地球物理学]; P59 [地球化学];
学科分类号
0708 ; 070902 ;
摘要
Markovian approaches have proven to be effective for solving the multichannel phase-unwrapping (PU) problem, particularly when dealing with noisy data and big discontinuities. This letter presents a Markovian approach to solve the PU problem based on a new a priori model, the total variation, and graph-cut-based optimization algorithms. The proposed method turns out to be fast, simple, and robust. Moreover, compared with other approaches, the proposed algorithm is able to unwrap and restore the solution at the same time, without any additional filtering. A set of experimental results on both simulated and real data illustrates the effectiveness of our approach.
引用
收藏
页码:562 / 566
页数:5
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