• DocumentCode
    1108533
  • Title

    Implementations, comparisons, and an investigation of heuristic techniques for cone-beam tomography

  • Author

    Smith, Bruce D. ; Peck, Charles C., III

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Cincinnati Univ., OH, USA
  • Volume
    15
  • Issue
    4
  • fYear
    1996
  • fDate
    8/1/1996 12:00:00 AM
  • Firstpage
    519
  • Lastpage
    531
  • Abstract
    A novel cone-beam reconstruction method was proposed in 1985. The first objective of the work reported here is to implement this reconstruction method. The second objective is to compare it with the method developed by Feldkamp et al. (1984). Although the resulting reconstruction was not perfect, the proposed method did eliminate the axial distortion associated with Feldkamp´s method. A second cone-beam reconstruction method was proposed in 1987. Two major challenges arise when this method is implemented. One is to minimize the error that results from violating an assumed condition on the distribution of the cones. The second is to minimize the error that results from the convolution of a discontinuous function which is introduced to compensate for the redundancy in the data set. The third objective of the work reported here was to investigate several heuristic techniques to minimize these errors. Techniques were found that did mitigate these errors and using these techniques resulted in images that are more accurate than those resulting from the 1985 method
  • Keywords
    computerised tomography; heuristic programming; image reconstruction; medical image processing; axial distortion; cone-beam tomography; cones distribution; discontinuous function; errors minimization; heuristic techniques; image accuracy; medical diagnostic imaging; Convolution; Geometry; Image reconstruction; Reconstruction algorithms; Redundancy; Spatial resolution; Stacking; Subspace constraints; Three dimensional displays; Tomography;
  • fLanguage
    English
  • Journal_Title
    Medical Imaging, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0278-0062
  • Type

    jour

  • DOI
    10.1109/42.511755
  • Filename
    511755