A two-dimensional region growing least squares phase unwrapping algorithm for interferometric SAR processing

被引:42
作者
Fornaro, G [1 ]
Sansosti, E [1 ]
机构
[1] CNR, Ist Ric Elettromagnetismo & Componenti Elettron, I-80124 Naples, Italy
来源
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING | 1999年 / 37卷 / 05期
关键词
D O I
10.1109/36.789618
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
This paper presents a new two-dimensional (2-D) phase unwrapping (PhU) algorithm based on a least squares (LS) region growing strategy: the wrapped phase image is partitioned in different regions that are sequentially unwrapped via a LS algorithm. Reliable regions are dealt with at the beginning of the procedure, while critical areas are unwrapped in the final steps, thus avoiding error propagation from critical to reliable areas. ri conditioned least squares formulation of the phase unwrapping problem is the core of the proposed procedure: this allows the solution to be tied to "some" known boundary phase values, thus guaranteeing the correct joining of the reconstructed phase in between the different regions and preventing them from being independently unwrapped. The application of the finite element method allows a straightforward implementation of the algorithm in the discrete domain case. Experimental results, carried out on simulated and real interferometric SAR data, show the effectiveness of the proposed algorithm and the improved performances with respect to existing unwrapping procedures.
引用
收藏
页码:2215 / 2226
页数:12
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