• DocumentCode
    438682
  • Title

    Complete tomographic data for Compton imaging probes

  • Author

    Zhang, Lisha ; Rogers, W. Leslie ; Clinthorne, Neal H.

  • Author_Institution
    Dept. of Biomed. Eng., Michigan Univ., Ann Arbor, MI, USA
  • Volume
    6
  • fYear
    2004
  • fDate
    16-22 Oct. 2004
  • Firstpage
    3835
  • Abstract
    Transrectal Compton imaging probe is capable of simultaneous high sensitivity and high resolution that are necessary for detecting lesions with small sizes. However, it suffers from the limited angle tomographic reconstruction. Consequently, the quality of the reconstructed images is significantly degraded. We present a practical and effective scheme to eliminate limited angle problem inherent to the proposed Compton imaging probe by using auxiliary data to augment the incomplete tomographic data acquired from the probe alone. We give a mathematical formulation for the proposed scheme and describe its implementation. The proposed scheme fits seamlessly into the framework of the list-mode maximum likelihood expectation maximization reconstruction algorithm, yielding superior reconstructions. Our preliminary results demonstrate the effectiveness of the proposed approach.
  • Keywords
    emission tomography; image reconstruction; image resolution; maximum likelihood estimation; medical image processing; optimisation; image quality; lesion detection; limited angle tomographic reconstruction; list-mode maximum likelihood expectation maximization algorithm; mathematical formulation; transrectal Compton imaging probe; Cameras; Degradation; Detectors; High-resolution imaging; Image reconstruction; Lesions; Optical imaging; Probes; Spatial resolution; Tomography;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Nuclear Science Symposium Conference Record, 2004 IEEE
  • ISSN
    1082-3654
  • Print_ISBN
    0-7803-8700-7
  • Electronic_ISBN
    1082-3654
  • Type

    conf

  • DOI
    10.1109/NSSMIC.2004.1466716
  • Filename
    1466716