Space-Time Electromagnetic Inverse Scattering Tomography of Objects With Affine Deformation

被引:0
|
作者
Saliani, Nima [1 ]
Pourziad, Ali [1 ]
Azghani, Masoumeh [2 ]
机构
[1] Univ Tabriz, Fac Elect & Comp Engn, Dept Elect & Comp Engn, Tabriz 51666, Iran
[2] Sahand Univ Technol, Fac Elect Engn, Lab Wireless Commun & Signal Proc WCSP, Tabriz 51335, Iran
关键词
Strain; Inverse problems; TV; Minimization; Logic gates; Image reconstruction; Time measurement; Deformation; dynamic; inverse scattering; tomographic reconstruction; total variation (TV) regularization; IMAGE-RECONSTRUCTION; VARIATIONAL MODEL; MOTION ESTIMATION; ITERATIVE METHOD; NEURAL-NETWORK;
D O I
10.1109/TAP.2022.3217649
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
In this article, an electromagnetic inverse scattering problem (EISP) method is implemented successfully to capture the dynamic phenomena of the scene with affine deformation. In the presented method, a new variational model has been suggested which is based on two error functions of the current and state equations. Moreover, two types of regularizers have been adopted in the proposed scheme. In the first type, two separated spatial total variation (TV) and smooth, temporal regularization terms are used. In the second kind, a TV regularization, being a function of both spatial and temporal variables, is used. It is shown that the second type gives better results compared to the first type. The minimization problem is solved by the first-order primal-dual optimization algorithm of Chambolle and Pock.
引用
收藏
页码:734 / 743
页数:10
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