• DocumentCode
    2567280
  • Title

    Non-linear iterative phase retrieval based on Frechet derivative and projection operators

  • Author

    Davidoiu, V. ; Sixou, B. ; Langer, M. ; Peyrin, F.

  • Author_Institution
    CREATIS, Univ. de Lyon, Villeurbanne, France
  • fYear
    2012
  • fDate
    2-5 May 2012
  • Firstpage
    106
  • Lastpage
    109
  • Abstract
    Phase retrieval from Fresnel diffraction patterns is a nonlinear ill-posed inverse problem of paramount importance in various areas of applied physics. Recently a new non-linear iterative algorithm based on a Landweber method with an analytic calculation of the Frechet derivative adjoint has been proposed. In this work, we refine this scheme by introducing Fienup projectors in the algorithm. The new method was tested on noisy simulated data. Our method outperforms the approaches based on the linearization of the relation between the phase shift induced by the object and the diffracted intensity and the former non linear algorithm with no projectors.
  • Keywords
    Fresnel diffraction; X-ray imaging; biomedical imaging; differentiation; inverse problems; iterative methods; medical signal processing; Fienup projectors; Frechet derivative adjoint; Fresnel diffraction patterns; Landweber method; nonlinear ill posed inverse problem; nonlinear iterative algorithm; nonlinear iterative phase retrieval; projection operators; Algorithm design and analysis; Diffraction; Imaging; Inverse problems; Iterative methods; Noise measurement; X-ray imaging; Inverse Problems; Nonlinear Optimization; Phase Contrast; Phase Retrieval; X-ray imaging;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Biomedical Imaging (ISBI), 2012 9th IEEE International Symposium on
  • Conference_Location
    Barcelona
  • ISSN
    1945-7928
  • Print_ISBN
    978-1-4577-1857-1
  • Type

    conf

  • DOI
    10.1109/ISBI.2012.6235495
  • Filename
    6235495