Two-dimensional Phase Unwrapping Method Using Cost Function of L0 Norm

被引:4
作者
Gao, J. [1 ,2 ]
Li, L. [3 ]
Shi, L. [3 ]
机构
[1] Nanjing Univ Posts & Telecommun, Coll Geog & Biol Informat, Nanjing 210023, Jiangsu, Peoples R China
[2] Educ Minist, Hlth Serv Network Syst Engn Res Ctr, Nanjing 210023, Jiangsu, Peoples R China
[3] Nanjing Univ Posts & Telecommun, Coll Telecommun & Informat Engn, Nanjing 210023, Jiangsu, Peoples R China
来源
INTERNATIONAL SYMPOSIUM ON EARTH OBSERVATION FOR ONE BELT AND ONE ROAD (EOBAR) | 2017年 / 57卷
基金
中国国家自然科学基金;
关键词
ALGORITHM;
D O I
10.1088/1755-1315/57/1/012041
中图分类号
S [农业科学];
学科分类号
09 ;
摘要
Considering cost model and convergence speed of the minimum norm unwrapping, a highly efficient two-dimensional global phase unwrapping method optimized with L-0 norm is proposed. As analysing features of cost model in phase unwrapping with minimum norm, a cost function definition is provided in line with the L-0 norm, which impose a stronger constraint in the tangent direction of phase discontinuity boundary than that in normal direction, in order to preserve integrity of discontinuity during iterative unwrapping processing for continuous phase. For the sake of slow speed of low-frequency error convergence during linear solving, a data partitioning strategy is introduced into unwrapping processing. Due to independence of minimum norm method in blocks, linear solving only focus on high-frequency information and improve efficiency of iterative work, and the low-frequency processing part is transferred to offsetting-aligning between blocks. With experiments and analysis, reliability and efficiency of the novel phase unwrapping method are certified comparing to existing methods.
引用
收藏
页数:9
相关论文
共 15 条
[1]  
[Anonymous], 1997, NUMERICAL LINEAR ALG
[2]  
[Anonymous], 1997, Applied numerical linear algebra
[3]  
Barbara Chapman., 2007, Using OpenMP: Portable Shared Memory Parallel Programming
[4]  
Chen CX, 2001, THESIS
[5]   Simultaneous Phase Unwrapping and Removal of Chemical Shift (SPURS) Using Graph Cuts: Application in Quantitative Susceptibility Mapping [J].
Dong, Jianwu ;
Liu, Tian ;
Chen, Feng ;
Zhou, Dong ;
Dimov, Alexey ;
Raj, Ashish ;
Cheng, Qiang ;
Spincemaille, Pascal ;
Wang, Yi .
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2015, 34 (02) :531-540
[6]   Phase unwrapping using discontinuity optimization [J].
Flynn, TJ .
IGARSS '98 - 1998 INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM, PROCEEDINGS VOLS 1-5: SENSING AND MANAGING THE ENVIRONMENT, 1998, :80-82
[7]   Mask Cut Optimization in Two-Dimensional Phase Unwrapping [J].
Gao, Dapeng ;
Yin, Fuliang .
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2012, 9 (03) :338-342
[8]   CONSTRAINED RESTORATION AND THE RECOVERY OF DISCONTINUITIES [J].
GEMAN, D ;
REYNOLDS, G .
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1992, 14 (03) :367-383
[9]   ROBUST 2-DIMENSIONAL WEIGHTED AND UNWEIGHTED PHASE UNWRAPPING THAT USES FAST TRANSFORMS AND ITERATIVE METHODS [J].
GHIGLIA, DC ;
ROMERO, LA .
JOURNAL OF THE OPTICAL SOCIETY OF AMERICA A-OPTICS IMAGE SCIENCE AND VISION, 1994, 11 (01) :107-117
[10]   Parallel Branch-Cut Algorithm Based on Simulated Annealing for Large-Scale Phase Unwrapping [J].
Huang, Qian ;
Zhou, Huiqun ;
Dong, Shaochun ;
Xu, Shijin .
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2015, 53 (07) :3833-3846