Fast Microwave Medical Imaging Based on Iterative Smoothed Adaptive Thresholding

被引:14
|
作者
Azghani, Masoumeh [1 ]
Kosmas, Panagiotis [2 ]
Marvasti, Farokh [1 ]
机构
[1] Sharif Univ Technol, Dept Elect Engn, ACRI, Tehran, Iran
[2] Kings Coll London, Sch Nat & Math Sci, London WC2R 2LS, England
关键词
Adaptive thresholding; breast imaging; compressed sensing; inverse scattering; microwave tomography; REALISTIC NUMERICAL BREAST; INVERSION; PHANTOMS;
D O I
10.1109/LAWP.2014.2366919
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
This letter presents a fast microwave imaging technique based on the concept of smoothed minimization and adaptive thresholding. The distorted Born iterative method (DBIM) is used to solve the electromagnetic (EM) inverse scattering problem. We propose to solve the set of underdetermined equations at each iteration of the DBIM algorithm using an regularized iterative smoothed adaptive thresholding (-ISATCS) technique. Our simulation results confirm that this technique can reduce considerably the required reconstruction times for the DBIM method relative to previously suggested compressed sensing (CS)-based approaches.
引用
收藏
页码:438 / 441
页数:4
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