• DocumentCode
    78746
  • Title

    Image Reconstruction From Finite Number of Projections: Method of Transferring Geometry

  • Author

    Grigoryan, Artyom M.

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Univ. of Texas, San Antonio, TX, USA
  • Volume
    22
  • Issue
    12
  • fYear
    2013
  • fDate
    Dec. 2013
  • Firstpage
    4738
  • Lastpage
    4751
  • Abstract
    This paper introduces a novel method of image reconstruction from a finite number of projections by processing the image along parallel rays. The geometry from the image plane is transferred to the Cartesian lattice by means of using the original image´s line-integrals to calculate the line-sums of the discrete image to be reconstructed. Such a transformation of geometry allows for the 2D discrete paired transform, whose complete set of functions is defined by directions, to be effectively used in the exact reconstruction of the original image. The model of image reconstruction is described, and both examples and experimental results of implementation of the proposed method are provided for reconstruction on the Cartesian lattice of size 2r×2r, where r ≥ 2.
  • Keywords
    Radon transforms; discrete Fourier transforms; image reconstruction; 2D discrete paired transform; Cartesian lattice; finite number; geometry transformation; image plane; image processing; image reconstruction; parallel rays; Discrete Fourier transforms; Geometry; Image reconstruction; Lattices; Mathematical model; Tensile stress; COI–TOM tomographic imaging; EDICS;
  • fLanguage
    English
  • Journal_Title
    Image Processing, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1057-7149
  • Type

    jour

  • DOI
    10.1109/TIP.2013.2277822
  • Filename
    6576891