Beamforming-Enhanced Inverse Scattering for Microwave Breast Imaging

被引:35
|
作者
Burfeindt, Matthew J. [1 ]
Shea, Jacob D. [2 ]
Van Veen, Barry D. [2 ]
Hagness, Susan C. [2 ]
机构
[1] Univ Wisconsin, Madison, WI 53706 USA
[2] Univ Wisconsin, Dept Elect & Comp Engn, Madison, WI 53706 USA
基金
美国国家卫生研究院; 美国国家科学基金会;
关键词
Beamforming; biomedical imaging; breast imaging; inverse problems; inverse scattering; mammography; microwave imaging; phantoms; REALISTIC NUMERICAL BREAST; DIELECTRIC-PROPERTIES; CANCER DETECTION; LARGE-SCALE; RECONSTRUCTION; SURGERIES; PHANTOMS; TISSUES;
D O I
10.1109/TAP.2014.2344096
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
We present a focal-beamforming-enhanced formulation of the distorted Born iterative method (DBIM) for microwave breast imaging. Incorporating beamforming into the imaging algorithm has the potential to mitigate the effect of noise on the image reconstruction. We apply the focal-beamforming-enhanced DBIM algorithm to simulated array measurements from two MRI-derived, anatomically realistic numerical breast phantoms and compare its performance to that of the DBIM formulated with two non-focal schemes. The first scheme simply averages scattered field data from reciprocal antenna pairs while the second scheme discards reciprocal pairs. Images of the dielectric properties are reconstructed for signal-to-noise ratios (SNR) ranging from 35 dB down to 0 dB. We show that, for low SNR, the focal beamforming algorithm creates reconstructions that are of higher fidelity with respect to the exact dielectric profiles of the phantoms as compared to reconstructions created using the non-focal schemes. At high SNR, the focal and non-focal reconstructions are of comparable quality.
引用
收藏
页码:5126 / 5132
页数:7
相关论文
共 50 条
  • [21] Contrast-Enhanced Microwave Breast Imaging
    Shea, Jacob D.
    Kosmas, Panagiotis
    Hagness, Susan C.
    Van Veen, Barry D.
    2009 13TH INTERNATIONAL SYMPOSIUM ON ANTENNA TECHNOLOGY AND APPLIED ELECTROMAGNETICS AND THE CANADIAN RADIO SCIENCES MEETING (ANTEM/URSI 2009), 2009, : 298 - 301
  • [22] Millimeter-Waves Breast Cancer Imaging via Inverse Scattering Techniques
    Bevacqua, Martina Teresa
    Di Meo, Simona
    Crocco, Lorenzo
    Isernia, Tommaso
    Pasian, Marco
    IEEE JOURNAL OF ELECTROMAGNETICS RF AND MICROWAVES IN MEDICINE AND BIOLOGY, 2021, 5 (03): : 246 - 253
  • [23] Microwave imaging by quasi-inverse scattering
    Hasegawa, T
    Iwasaki, T
    ELECTRONICS AND COMMUNICATIONS IN JAPAN PART I-COMMUNICATIONS, 2004, 87 (05): : 52 - 61
  • [24] A Radar-Tomographic Bidirectional Method for Quantitative Microwave Breast Imaging
    Nakajima, Mutsuki
    Kidera, Shouhei
    IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION, 2023, 71 (12) : 9814 - 9829
  • [25] Microwave Breast Imaging Using a Dry Setup
    Felicio, Joao M.
    Bioucas-Dias, Jose M.
    Costa, Jorge R.
    Fernandes, Carlos A.
    IEEE TRANSACTIONS ON COMPUTATIONAL IMAGING, 2020, 6 : 167 - 180
  • [26] Quantitative Microwave Imaging of Realistic Numerical Breast Phantoms Using an Enclosed Array of Multiband, Miniaturized Patch Antennas
    Burfeindt, Matthew J.
    Behdad, Nader
    Van Veen, Barry D.
    Hagness, Susan C.
    IEEE ANTENNAS AND WIRELESS PROPAGATION LETTERS, 2012, 11 : 1626 - 1629
  • [27] Functional Imaging of Compressed Breast by Microwave Radiometry
    Iudicello, S.
    Bardati, F.
    APPLIED COMPUTATIONAL ELECTROMAGNETICS SOCIETY JOURNAL, 2009, 24 (01): : 64 - 71
  • [28] An inverse scattering technique for microwave imaging of binary objects
    Rekanos, IT
    Tsiboukis, TD
    IEEE TRANSACTIONS ON MICROWAVE THEORY AND TECHNIQUES, 2002, 50 (05) : 1439 - 1441
  • [29] A New Breast Phantom With a Durable Skin Layer for Microwave Breast Imaging
    Garrett, John
    Fear, Elise
    IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION, 2015, 63 (04) : 1693 - 1700
  • [30] Large-Domain, Low-Contrast Acoustic Inverse Scattering for Ultrasound Breast Imaging
    Haynes, Mark
    Moghaddam, Mahta
    IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2010, 57 (11) : 2712 - 2722