• DocumentCode
    1503139
  • Title

    Comments on the filtered backprojection algorithm, range conditions, and the pseudoinverse solution

  • Author

    Anastasio, Mark A. ; Pan, Xiaochuan ; Clarkson, Eric

  • Author_Institution
    Dept. of Radiol., Chicago Univ., IL, USA
  • Volume
    20
  • Issue
    6
  • fYear
    2001
  • fDate
    6/1/2001 12:00:00 AM
  • Firstpage
    539
  • Lastpage
    542
  • Abstract
    The authors analyze the processing of an inconsistent data function by the FBP algorithm (in its continuous form). Specifically, they demonstrate that an image reconstructed using the FBP algorithm can be represented as the sum of a pseudoinverse solution and a residual image generated from an inconsistent component of the measured data. This reveals that, when the original data function is in the range of the Radon transform, the image reconstructed using the FBP algorithm corresponds to the pseudoinverse solution. When the data function is inconsistent, the authors demonstrate that the FBP algorithm makes use of a nonorthogonal projection of the data function to the range of the Radon transform.
  • Keywords
    Radon transforms; computerised tomography; image reconstruction; medical image processing; CT image reconstruction; data function; filtered backprojection algorithm; inconsistent component; inconsistent data function processing; medical diagnostic imaging; nonorthogonal projection; pseudoinverse solution; residual image; Algorithm design and analysis; Biomedical imaging; Computed tomography; Image generation; Image reconstruction; Inverse problems; Noise reduction; Physics; Radiology; Two dimensional displays; Algorithms; Artifacts; Image Processing, Computer-Assisted; Mathematics; Systems Analysis; Tomography, X-Ray Computed;
  • fLanguage
    English
  • Journal_Title
    Medical Imaging, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0278-0062
  • Type

    jour

  • DOI
    10.1109/42.929620
  • Filename
    929620