Imaging of biomedical data using a multiplicative regularized contrast source inversion method

被引:285
作者
Abubakar, A [1 ]
van den Berg, PM
Mallorqui, JJ
机构
[1] Delft Univ Technol, Ctr Tech Geosci, NL-2628 CD Delft, Netherlands
[2] Univ Politecn Catalunya, Dept Signal Theory & Commun, ES-08034 Barcelona, Spain
关键词
experimental data; medical applications; microwave tomography; nonlinear inversion; three-dimensional;
D O I
10.1109/TMTT.2002.800427
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 paper, the recently developed multiplicative regularized contrast source inversion method is applied to microwave biomedical applications. The inversion method is fully iterative and avoids solving any forward problem in each iterative step. In this way, the inverse scattering problem can efficiently be solved. Moreover, the recently developed multiplicative regularizer allows us to apply the method blindly to experimental data. We demonstrate inversion from experimental data collected by a 2.33-GHz circular microwave scanner using a two-dimensional (2-D) TM polarization measurement setup. Further some results of a feasibility study of the present inversion method to the 2-D TE polarization and the full-vectorial three-dimensional measurement will be presented as well.
引用
收藏
页码:1761 / 1771
页数:11
相关论文
共 20 条
[1]   Three-dimensional nonlinear inversion in cross-well electrode logging [J].
Abubakar, A ;
van den Berg, PM .
RADIO SCIENCE, 1998, 33 (04) :989-1004
[2]  
Abubakar A, 2000, IEICE T ELECTRON, VE83C, P1864
[3]  
ABUBAKAR A, 2000, P ECCOMAS 2000 BARC, P19
[4]   Inversion of experimental multi-frequency data using the contrast source inversion method [J].
Bloemenkamp, RF ;
Abubakar, A ;
van den Berg, PM .
INVERSE PROBLEMS, 2001, 17 (06) :1611-1622
[5]   PLANAR MICROWAVE IMAGING CAMERA FOR BIO-MEDICAL APPLICATIONS - CRITICAL AND PROSPECTIVE ANALYSIS OF RECONSTRUCTION ALGORITHMS [J].
BOLOMEY, JC ;
PICHOT, C ;
GARBORIAUD, G .
RADIO SCIENCE, 1991, 26 (02) :541-549
[6]   CYLINDRICAL GEOMETRY - A FURTHER STEP IN ACTIVE MICROWAVE TOMOGRAPHY [J].
BROQUETAS, A ;
ROMEU, J ;
RIUS, JM ;
ELIASFUSTE, AR ;
CARDAMA, A ;
JOFRE, L .
IEEE TRANSACTIONS ON MICROWAVE THEORY AND TECHNIQUES, 1991, 39 (05) :836-844
[7]   Three-dimensional microwave tomography. Theory and computer experiments in scalar approximation [J].
Bulyshev, AE ;
Souvorov, AE ;
Semenov, SY ;
Svenson, RH ;
Nazarov, AG ;
Sizov, YE ;
Tatsis, GP .
INVERSE PROBLEMS, 2000, 16 (03) :863-875
[8]   A FREQUENCY-HOPPING APPROACH FOR MICROWAVE IMAGING OF LARGE INHOMOGENEOUS BODIES [J].
CHEW, WC ;
LIN, JH .
IEEE MICROWAVE AND GUIDED WAVE LETTERS, 1995, 5 (12) :439-441
[9]   RECONSTRUCTION OF 2-DIMENSIONAL PERMITTIVITY DISTRIBUTION USING THE DISTORTED BORN ITERATIVE METHOD [J].
CHEW, WC ;
WANG, YM .
IEEE TRANSACTIONS ON MEDICAL IMAGING, 1990, 9 (02) :218-225
[10]   Microwave imaging - Complex permittivity reconstruction with a Levenberg-Marquardt method [J].
Franchois, A ;
Pichot, C .
IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION, 1997, 45 (02) :203-215