A new regularization scheme for inverse scattering

被引:68
作者
Lobel, P [1 ]
BlancFeraud, L [1 ]
Pichot, C [1 ]
Barlaud, M [1 ]
机构
[1] UNIV NICE,CNRS,LAB INFORMAT SIGNAUX & SYST SOPHIA ANTIPOLIS,F-06560 VALBONNE,FRANCE
关键词
D O I
10.1088/0266-5611/13/2/013
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
The reconstruction of the complex permittivity profile of inhomogeneous objects from measured scattered field data is a strongly nonlinear and ill-posed problem. Generally, the quality of the reconstruction from noisy data is enhanced by the introduction of a regularization scheme. Starting from an iterative algorithm based on a conjugate gradient method and applied to the nonlinear problem, this paper deals with a new regularization scheme, using edge-preserving (EP) potential functions. With this a priori information, the object to reconstruct is modelled with homogeneous areas separated by borderlike discontinuities. The enhancement is illustrated throughout some examples with noisy synthetic data.
引用
收藏
页码:403 / 410
页数:8
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