Title :
Three-dimensional quantitative microwave imaging of realistic numerical breast phantoms using Huber regularization
Author :
Funing Bai ; Franchois, Ann ; De Zaeytijd, Jurgen ; Pizurica, Aleksandra
Author_Institution :
Dept. of Telecommun. & Inf. Process. (IPI-TELIN-iMinds), Ghent Univ., Ghent, Belgium
Abstract :
Breast tumor detection with microwaves is based on the difference in dielectric properties between normal and malignant tissues. The complex permittivity reconstruction of inhomogeneous dielectric biological tissues from microwave scattering is a nonlinear, ill-posed inverse problem. We proposed to use the Huber regularization in our previous work where some preliminary results for piecewise constant objects were shown. In this paper, we employ the Huber function as regularization in the even more challenging 3D piecewise continuous case of a realistic numerical breast phantom. The resulting reconstructions of complex permittivity profiles indicate potential for biomedical imaging.
Keywords :
bioelectric phenomena; image reconstruction; inverse problems; medical image processing; microwave imaging; permittivity; phantoms; tumours; 3D piecewise continuous regularization; Huber regularization; breast tumor detection; complex permittivity reconstruction; dielectric properties; inhomogeneous dielectric biological tissues; microwave scattering; nonlinear ill-posed inverse problem; realistic numerical breast phantoms; three-dimensional quantitative microwave imaging; Breast; Image reconstruction; Microwave imaging; Microwave theory and techniques; Permittivity; Phantoms;
Conference_Titel :
Engineering in Medicine and Biology Society (EMBC), 2013 35th Annual International Conference of the IEEE
Conference_Location :
Osaka
DOI :
10.1109/EMBC.2013.6610704