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
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;
Conference_Titel :
Biomedical Imaging (ISBI), 2012 9th IEEE International Symposium on
Conference_Location :
Barcelona
Print_ISBN :
978-1-4577-1857-1
DOI :
10.1109/ISBI.2012.6235495