3D Level Set Based Optimization of Inverse Scattering Problem for Microwave Breast Imaging

被引：0

作者：

Patel, Hardik N. ^{[1
]}

Ghodgaonkar, Deepak K. ^{[1
]}

机构：

[1] DA IICT, RF & Wireless Res Grp, Gandhinagar, Gujarat, India

来源：

2017 FIRST IEEE MTT-S INTERNATIONAL MICROWAVE BIO CONFERENCE (IMBIOC) | 2017年

关键词：

3D level set; inverse scattering problem; numerical breast phantom; Debye parameters; REALISTIC NUMERICAL BREAST; DIELECTRIC-PROPERTIES; PHANTOMS;

D O I：

暂无

中图分类号：

R318 [生物医学工程];

学科分类号：

0831 ;

摘要：

Inverse scattering problem solution is very challenging in microwave breast imaging for cancer detection. In this paper, the solution of highly under-determined inverse scattering problem is obtained using 3D level set based optimization. Debye model is used to incorporate dispersion and polarization properties of breast tissues. Two level set functions are used to reconstruct distribution of four tissues in the numerical breast phantom. Reconstructed shape of tissue distributions and Debye parameter values both are very promising using level set based optimization.

引用

页数：4

共 16 条

[1] Parametric Level Set Methods for Inverse Problems [J].

Aghasi, Alireza ;

Kilmer, Misha ;

Miller, Eric L. .

SIAM JOURNAL ON IMAGING SCIENCES, 2011, 4 (02) :618-650

[2] A survey in mathematics for industry - A survey on level set methods for inverse problems and optimal design [J].

Burger, M ;

Osher, SJ .

EUROPEAN JOURNAL OF APPLIED MATHEMATICS, 2005, 16 :263-301

[3]

Burger Martin, 2001, INVERSE PROBLEMS, V17

[4] A 3-D Level Set Method for Microwave Breast Imaging [J].

Colgan, Timothy J. ;

Hagness, Susan C. ;

Van Veen, Barry D. .

IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2015, 62 (10) :2526-2534

[5]

DORN O, 2006, INVERSE PROBLEMS, V22

[6]

Dorn Oliver, 2000, INVERSE PROBLEMS, V16

[7] Simultaneous Microwave Imaging and Parameter Estimation Using Modified Level-Set Method [J].

Eskandari, Mohammad Reza ;

Dehmollaian, Mojtaba ;

Safian, Reza .

IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION, 2016, 64 (08) :3554-3564

[8] An inverse scattering method based on contour deformations by means of a level set method using frequency hopping technique [J].

Ferrayé, R ;

Dauvignac, JY ;

Pichot, C .

IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION, 2003, 51 (05) :1100-1113

[9] A level set evolution strategy in microwave imaging for early breast cancer detection [J].

Irishina, Natalia ;

Dorn, Oliver ;

Moscoso, Miguel .

COMPUTERS & MATHEMATICS WITH APPLICATIONS, 2008, 56 (03) :607-618

[10] Microwave Imaging for Early Breast Cancer Detection Using a Shape-based Strategy [J].

Irishina, Natalia ;

Moscoso, Miguel ;

Dorn, Oliver .

IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2009, 56 (04) :1143-1153

← 1 2 →