• DocumentCode
    329458
  • Title

    An explicit closed-form solution to the limited-angle discrete tomography problem for finite-support objects

  • Author

    Yagle, Andrew E.

  • Author_Institution
    Dept. of Electr. Eng. & Comput. Sci., Michigan Univ., Ann Arbor, MI, USA
  • Volume
    1
  • fYear
    1998
  • fDate
    4-7 Oct 1998
  • Firstpage
    44
  • Abstract
    We present an explicit formula for reconstructing a finite-support object defined on a lattice of points and taking on integer values from a finite number of its discrete projections over a limited range of angles. We make extensive use of the discrete Fourier transform in doing so. Our approach computes the object sample values directly as a linear combination of the projections sample values. The well-known ill-posedness of the limited angle tomography problem manifests itself in some very large coefficients in these linear combinations; these coefficients (which are computed off-line) provide a direct sensitivity measure of the reconstruction samples to the projections samples. The discrete nature of the problem implies that the projections must also take on integer values; this means noise can be rejected. This makes the formula practical
  • Keywords
    Radon transforms; discrete Fourier transforms; image reconstruction; image sampling; tomography; direct sensitivity measure; discrete Fourier transform; discrete projections; explicit closed-form solution; finite-support objects; ill-posedness; lattice; limited-angle discrete tomography problem; noise; object sample values; projections sample values; projections samples; reconstruction samples; Additive noise; Closed-form solution; Discrete Fourier transforms; Discrete transforms; Fourier transforms; Image reconstruction; Iterative algorithms; Lattices; Linear systems; Tomography;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image Processing, 1998. ICIP 98. Proceedings. 1998 International Conference on
  • Conference_Location
    Chicago, IL
  • Print_ISBN
    0-8186-8821-1
  • Type

    conf

  • DOI
    10.1109/ICIP.1998.723410
  • Filename
    723410