• DocumentCode
    76278
  • Title

    On Artifact-Free Projection Overlaps in Multi-Pinhole Tomographic Imaging

  • Author

    Jianyu Lin

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Curtin Univ., Perth, WA, Australia
  • Volume
    32
  • Issue
    12
  • fYear
    2013
  • fDate
    Dec. 2013
  • Firstpage
    2215
  • Lastpage
    2229
  • Abstract
    In multi-pinhole SPECT, overlapping the projections from different pinholes has been used to increase sensitivity. However, the prevailing view is that the overall quality of the reconstructed image is not improved by the overlaps in the projections. It is often stated in literatures that overlaps introduce ambiguous information, which can lead to nonuniqueness of solution for the inverse problem, and thus artifacts are introduced in the reconstructed image. On the other hand, contrary to the prevailing view, a recent study on slit-slat collimators shows that artifacts can be removed with the “help” of an extra complete nonoverlapped projection data set. In this paper, two types of artifact-free projection overlaps are defined in general, and the criteria for designing artifact-free multi-pinhole systems with overlaps are proposed. It is shown that once the criteria are satisfied, the solution of the inverse problem is unique, and thus no artifact is expected in the reconstructed image. Via extensive simulation study, various artifact-free overlapping multi-pinhole systems are designed and validated. It is shown that overlaps in the artifact-free systems can improve contrast-to-noise ratio (CNR). With a proper design, the CNR for an artifact-free overlapping system can be significantly higher than that for the corresponding nonoverlapping system. The improved image quality is also confirmed with noisy reconstructions.
  • Keywords
    collimators; image reconstruction; inverse problems; medical image processing; single photon emission computed tomography; artifact-free overlapping multipinhole systems; artifact-free projection overlaps; contrast-noise ratio; image quality; image reconstructions; inverse problem; multipinhole SPECT; multipinhole tomographic imaging; noisy reconstructions; slit-slat collimators; Collimators; Detectors; Image reconstruction; Orbits; Phantoms; Single photon emission computed tomography; Spirals; Artifacts in the reconstructed image; multiple pinhole single photon emission computed tomography (SPECT); projection overlaps (multiplexing); quality of the reconstructed image;
  • fLanguage
    English
  • Journal_Title
    Medical Imaging, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0278-0062
  • Type

    jour

  • DOI
    10.1109/TMI.2013.2277588
  • Filename
    6576238