• DocumentCode
    910263
  • Title

    Microwave Biomedical Imaging Using the Multiplicative Regularized Gauss--Newton Inversion

  • Author

    Mojabi, Puyan ; LoVetri, Joe

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Univ. of Manitoba, Winnipeg, MB, Canada
  • Volume
    8
  • fYear
    2009
  • fDate
    7/1/1905 12:00:00 AM
  • Firstpage
    645
  • Lastpage
    648
  • Abstract
    The weighted L2-norm total variation multiplicative regularized Gauss-Newton inversion method, recently developed for inversion of low-frequency deep electromagnetic geophysical measurements, is used for microwave biomedical imaging. This inversion algorithm automatically adjusts the regularization weight and provides edge-preserving characteristics. The accuracy of this method is demonstrated by inverting experimental data of a human forearm and synthetic data taken from brain and breast models, both assuming two-dimensional (2D) transverse magnetic illumination.
  • Keywords
    Newton method; medical image processing; microwave imaging; electromagnetic geophysical measurement; microwave biomedical imaging; multiplicative regularized Gauss-Newton inversion; regularization weight; Biomedical imaging; Gauss–Newton method; inverse problems; microwave imaging (MWI); regularization;
  • fLanguage
    English
  • Journal_Title
    Antennas and Wireless Propagation Letters, IEEE
  • Publisher
    ieee
  • ISSN
    1536-1225
  • Type

    jour

  • DOI
    10.1109/LAWP.2009.2023602
  • Filename
    4967895