Title :
Fast Microwave Medical Imaging Based on Iterative Smoothed Adaptive Thresholding
Author :
Azghani, Masoumeh ; Kosmas, Panagiotis ; Marvasti, Farokh
Author_Institution :
Electr. Eng. Dept., Sharif Univ. of Technol., Tehran, Iran
Abstract :
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 L2 regularized iterative smoothed adaptive thresholding ( L2-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 .
Keywords :
compressed sensing; electromagnetic wave scattering; iterative methods; medical image processing; microwave imaging; minimisation; DBIM; EM inverse scattering problem; compressed sensing; distorted born iterative method; electromagnetic inverse scattering problem; fast microwave medical imaging; iterative smoothed adaptive thresholding; microwave imaging technique; smoothed minimization; Breast; Convergence; Image reconstruction; Microwave imaging; Microwave theory and techniques; Minimization; Adaptive thresholding; breast imaging; compressed sensing; inverse scattering; microwave tomography;
Journal_Title :
Antennas and Wireless Propagation Letters, IEEE
DOI :
10.1109/LAWP.2014.2366919