• DocumentCode
    1385444
  • Title

    Reconstruction of two- and three-dimensional images from synthetic-collimator data

  • Author

    Wilson, D.W. ; Barrett, H.H. ; Clarkson, E.W.

  • Author_Institution
    Dept. of Radiol., Arizona Univ., Tucson, AZ, USA
  • Volume
    19
  • Issue
    5
  • fYear
    2000
  • fDate
    5/1/2000 12:00:00 AM
  • Firstpage
    412
  • Lastpage
    422
  • Abstract
    A novel SPECT collimation method, termed the synthetic collimator, is proposed. The synthetic collimator employs a multiple-pinhole aperture and a high-resolution detector. The problem of multiplexing, normally associated with multiple pinholes, is reduced by obtaining projections at a number of pinhole-detector distances. Projections with little multiplexing are collected at small pinhole-detector distances and high-resolution projections are collected at greater pinhole-detector distances. These projections are then reconstructed using the ML-EM algorithm. It is demonstrated through computer simulations that the synthetic collimator has superior resolution properties to a high-resolution parallel-beam (HRPB) collimator and a specially built ultra-high-resolution parallel-beam (UHRPB) collimator designed for the authors´ 0.38-mm pixel CdZnTe detectors. It is also shown that reconstructing images in three dimensions is superior to reconstructing them in two dimensions. The advantages of a high-resolution synthetic collimator over the parallel-hole collimators are apparently reduced in the presence of statistical noise. However, a high-sensitivity synthetic collimator was designed which again shows superior properties to the parallel-hole collimators. Finally, it is demonstrated that, for the cases studied, high-resolution detectors are necessary for the proper functionality of the synthetic collimator.
  • Keywords
    image reconstruction; image resolution; medical image processing; single photon emission computed tomography; 0.38 mm; CdZnTe; SPECT collimation method; high-resolution detector; high-resolution projections; medical diagnostic imaging; multiple-pinhole aperture; nuclear medicine; statistical noise; synthetic-collimator data; three-dimensional images; two-dimensional images; Cancer; Computer simulation; Detectors; Face detection; Focusing; High-resolution imaging; Image reconstruction; Noise reduction; Optical collimators; Single photon emission computed tomography; Algorithms; Computer Simulation; Humans; Image Processing, Computer-Assisted; Models, Theoretical; Normal Distribution; Phantoms, Imaging; Poisson Distribution; Scattering, Radiation; Sensitivity and Specificity; Tomography, Emission-Computed, Single-Photon;
  • fLanguage
    English
  • Journal_Title
    Medical Imaging, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0278-0062
  • Type

    jour

  • DOI
    10.1109/42.870252
  • Filename
    870252