• DocumentCode
    2576262
  • Title

    New formula for image reconstruction from projections by the 2-D paired transformation

  • Author

    Grigoryan, Artyom M. ; Du, Nan

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Univ. of Texas at San Antonio, San Antonio, TX, USA
  • fYear
    2009
  • fDate
    11-14 Oct. 2009
  • Firstpage
    153
  • Lastpage
    156
  • Abstract
    To solve the problem of image reconstruction from projections, we describe an effective representation of the image by the paired transform which is a frequency and time representation of the image. We present a new effective formula for the inverse 2-D paired transform, which can be used for solving the algebraic system of equations with measurement data for image reconstruction without calculating the Fourier transforms. The image is reconstructed directly from the paired image-signals which can be calculated from projection data. A new concept of direction images is introduced, that define the decomposition of the image by directions. The proposed method of image reconstruction has been implemented and applied for modeled images of sizes up to 256 × 256.
  • Keywords
    Fourier transforms; algebra; image reconstruction; image representation; 2-D paired transformation; Fourier transform; algebraic system; image reconstruction; Biomedical imaging; Cybernetics; Equations; Fourier transforms; Frequency; Image reconstruction; Lattices; Numerical analysis; Tensile stress; USA Councils; Fourier transform; reconstruction from projections; tensor and paired transforms;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Systems, Man and Cybernetics, 2009. SMC 2009. IEEE International Conference on
  • Conference_Location
    San Antonio, TX
  • ISSN
    1062-922X
  • Print_ISBN
    978-1-4244-2793-2
  • Electronic_ISBN
    1062-922X
  • Type

    conf

  • DOI
    10.1109/ICSMC.2009.5346578
  • Filename
    5346578