• DocumentCode
    669245
  • Title

    Discrete representation of local orientation in grains using diffraction contrast tomography

  • Author

    Vigano, Nicola ; Ludwig, Wolfgang ; Batenburg, Kees Joost

  • Author_Institution
    ESRF Grenoble, Grenoble, France
  • fYear
    2013
  • fDate
    4-6 Sept. 2013
  • Firstpage
    594
  • Lastpage
    599
  • Abstract
    In this work we introduce a new model for dealing with the problem of local orientation reconstruction in grains, when using data from X-ray Diffraction Contrast Tomography experiments. The model explores the use of well established minimization algorithms from the field of mathematical optimization, like FISTA, and the possible use of recent mathematical devices for the solution of highly undetermined systems of equations, like the l1-minimization over the Haar transform of the tomographic volumes. Along with a detailed explanation of how such algorithms can be applied to our six-dimensional problem, we report encouraging results obtained on simulated data.
  • Keywords
    Haar transforms; X-ray diffraction; computerised tomography; crystal microstructure; materials science computing; minimisation; FISTA; Haar transform; X-ray diffraction contrast tomography experiments; diffraction contrast tomography; grains; l1-minimization; local orientation discrete representation; local orientation reconstruction; mathematical devices; mathematical optimization; minimization algorithms; systems of equations; tomographic volumes; Detectors; Diffraction; Image reconstruction; Lattices; Tomography; Vectors; X-ray diffraction;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image and Signal Processing and Analysis (ISPA), 2013 8th International Symposium on
  • Conference_Location
    Trieste
  • Type

    conf

  • DOI
    10.1109/ISPA.2013.6703809
  • Filename
    6703809