• DocumentCode
    3273575
  • Title

    Direct inversion of Mojette projections

  • Author

    Svalbe, Imants ; Kingston, Andrew ; Guedon, JeanPierre ; Normand, Nicolas ; Chandra, Swarup

  • Author_Institution
    Sch. of Phys., Monash Univ., Melbourne, VIC, Australia
  • fYear
    2013
  • fDate
    15-18 Sept. 2013
  • Firstpage
    1036
  • Lastpage
    1040
  • Abstract
    We present algorithms to reconstruct images from minimal sets of discrete Mojette projections using direct back-projection (DBP) with various forms of correction. This paper extends previous work on discrete projection inversion by Servières et al [1, 2, 3]. The number of Mojette projections needed for exact inversion by DBP (EI-DBP) scales as O(N2). A new form of discrete interpolation is developed to expand the point spread function (PSF) of a minimal (Katz-sufficient) set of discrete projections to encompass new directions and thus augment the size of the reconstruction region to which EI-DBP applies. Additionally, we propose a Fourier domain filter for Mojette back-projection that is built from the discrete PSF of the given Mojette angle set and the autocorrelation function of the image domain. These discrete reconstruction methods are targeted for use with noisy sets of real projection data.
  • Keywords
    Fourier transforms; correlation methods; image reconstruction; interpolation; optical transfer function; DBP; Fourier domain filter; Katz-sufficient set; PSF; autocorrelation function; direct back-projection; direct inversion; discrete Mojette projections; discrete interpolation; exact inversion; image domain; image reconstruction; point spread function; reconstruction region; Arrays; Image reconstruction; Interpolation; Noise; Tomography; Transforms; Vectors; Mojette transforms; back-projection; discrete Radon transforms; discrete tomography; projection; reconstruction;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image Processing (ICIP), 2013 20th IEEE International Conference on
  • Conference_Location
    Melbourne, VIC
  • Type

    conf

  • DOI
    10.1109/ICIP.2013.6738214
  • Filename
    6738214