• DocumentCode
    2212461
  • Title

    Fast reconstruction of truncated transmission SPECT data

  • Author

    Riddell, Cyril ; Savi, Annarita ; Gilardi, Maria Carla ; Fazio, Ferruccio

  • Author_Institution
    Milan Univ., Italy
  • Volume
    2
  • fYear
    1995
  • fDate
    21-28 Oct 1995
  • Firstpage
    1107
  • Abstract
    A least squares technique for reconstructing truncated data is presented when no a priori information is considered. It is applied to transmission SPECT data. The method consists in including the ramp filter into the conjugate gradient to speed convergence. The sinogram is extrapolated with zeros for filtering but extrapolated values are not considered during backward and forward projections. The first iteration presents artefacts that are corrected as soon as the second iteration. Tikhonov method is used to guarantee a unique solution and stabilize the reconstruction process. The resulting images are biased but this bias is recovered inside the field of view by a simple scaling process. The algorithm is fast and easy to regularize
  • Keywords
    image reconstruction; medical image processing; single photon emission computed tomography; Tikhonov method; a priori information; algorithm; artefacts; backward projection; conjugate gradient; convergence speeding; fast reconstruction technique; filtering; forward projection; iteration; medical diagnostic imaging; nuclear medicine; ramp filter; simple scaling process; sinogram; truncated transmission SPECT data; Attenuation measurement; Biomedical imaging; Extrapolation; Filtering; Filters; Forward contracts; Geometry; Image reconstruction; Least squares methods; Yield estimation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Nuclear Science Symposium and Medical Imaging Conference Record, 1995., 1995 IEEE
  • Conference_Location
    San Francisco, CA
  • Print_ISBN
    0-7803-3180-X
  • Type

    conf

  • DOI
    10.1109/NSSMIC.1995.510457
  • Filename
    510457