• DocumentCode
    1261273
  • Title

    Inverse Profiling via an Effective Linearized Scattering Model and MRF Regularization

  • Author

    Autieri, Roberta ; D´Urso, Michele ; Isernia, Tommaso ; Pascazio, Vito

  • Author_Institution
    Dipt. per le Tecnol., Univ. degli Studi di Napoli Parthenope, Naples, Italy
  • Volume
    8
  • Issue
    6
  • fYear
    2011
  • Firstpage
    1021
  • Lastpage
    1025
  • Abstract
    The aim of this letter is to show how a joint adoption of a suitable regularization scheme and a proper rewriting of the traditional electromagnetic scattering equation allows introducing an interesting linear inversion tool which allows achieving nice reconstructions in many cases of practical interest. In particular, an innovative inversion approach which takes definite advantage from the joint use of the Contrast Source-Extended Born model and a Markov-random-field-based regularization scheme is proposed. Numerical examples, confirming accuracy usefulness, are reported and discussed.
  • Keywords
    Markov processes; electromagnetic wave scattering; microwave imaging; microwave propagation; random processes; MRF regularization; Markov random field based regularization; contrast source-extended Born model; effective linearized scattering model; electromagnetic scattering equation; inverse profiling; linear inversion tool; Computational modeling; Estimation; Image reconstruction; Markov processes; Mathematical model; Permittivity; Scattering; Contrast Source-Extended Born (CS-EB); Markov random fields (MRFs); inverse scattering; linear inversion;
  • fLanguage
    English
  • Journal_Title
    Geoscience and Remote Sensing Letters, IEEE
  • Publisher
    ieee
  • ISSN
    1545-598X
  • Type

    jour

  • DOI
    10.1109/LGRS.2011.2147757
  • Filename
    5934693