Title :
Three-dimensional nonlinear image reconstruction for microwave biomedical imaging
Author :
Zhang, Zhong Qing ; Liu, Qing Huo
Author_Institution :
Dept. of Electr. & Comput. Eng., Duke Univ., Durham, NC, USA
fDate :
3/1/2004 12:00:00 AM
Abstract :
Active microwave imaging has attracted significant interests in biomedical applications, in particular for breast imaging. However, the high electrical contrasts in breast tissue also increases the difficulty of forming an accurate image because of the increased multiple scattering. To model such strong three-dimensional (3-D) multiple scattering effects in biomedical imaging applications, we develop a full 3-D inverse scattering algorithm based on the combination of the contrast source inversion and the fast Fourier transform algorithm. Numerical results show that our algorithm can accurately invert for the high-contrast media in breast tissue.
Keywords :
fast Fourier transforms; image reconstruction; light scattering; mammography; medical image processing; microwave imaging; tumours; 3-D inverse scattering algorithm; breast imaging; breast tissue; contrast source inversion; fast Fourier transform algorithm; microwave biomedical imaging; multiple scattering; three-dimensional nonlinear image reconstruction; Acoustic imaging; Acoustic scattering; Approximation methods; Biomedical imaging; Breast cancer; Breast tissue; Image reconstruction; Inverse problems; Microwave imaging; Microwave theory and techniques; Algorithms; Artifacts; Breast Neoplasms; Diagnostic Imaging; Humans; Image Enhancement; Imaging, Three-Dimensional; Microwaves; Nonlinear Dynamics;
Journal_Title :
Biomedical Engineering, IEEE Transactions on
DOI :
10.1109/TBME.2003.821052