• DocumentCode
    636743
  • 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
  • fYear
    2013
  • fDate
    3-7 July 2013
  • Firstpage
    5135
  • Lastpage
    5138
  • 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;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Engineering in Medicine and Biology Society (EMBC), 2013 35th Annual International Conference of the IEEE
  • Conference_Location
    Osaka
  • ISSN
    1557-170X
  • Type

    conf

  • DOI
    10.1109/EMBC.2013.6610704
  • Filename
    6610704