• DocumentCode
    1107491
  • Title

    Direct extraction of boundaries from computed tomography scans

  • Author

    Thirion, Jean-philippe

  • Author_Institution
    INRIA, Sophia Antipolis, France
  • Volume
    13
  • Issue
    2
  • fYear
    1994
  • fDate
    6/1/1994 12:00:00 AM
  • Firstpage
    322
  • Lastpage
    328
  • Abstract
    Presents a method, based on the filtered backprojection technique (FBP), to extract directly the boundaries of X-ray images, without previous image reconstruction. The author preprocess the raw data in order to compute directly the reconstructed values of the gradient or of the Laplacian at any location in the plane (defined with real coordinates). The reconstructed value of the gradient and of the Laplacian correspond to the exact mathematical definition of the differentials of the image. For noisy data, the author proposes also to use an extension of existing FBP techniques, adapted to the computation of the gradient and of the Laplacian. Finally, the author shows how to use the corresponding operators to perform the segmentation of a slice, without image reconstruction. Images of the reconstructed gradient, Laplacian, and segmented objects are presented
  • Keywords
    computerised tomography; medical image processing; Laplacian; computed tomography scans; direct boundary extraction; filtered backprojection technique; medical diagnostic imaging; raw data preprocessing; reconstructed gradient; slice segmentation; Computed tomography; Data mining; Filtering; Filters; Image reconstruction; Image segmentation; Laplace equations; Reconstruction algorithms; Surface reconstruction; X-ray imaging;
  • fLanguage
    English
  • Journal_Title
    Medical Imaging, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0278-0062
  • Type

    jour

  • DOI
    10.1109/42.293925
  • Filename
    293925