• DocumentCode
    284898
  • Title

    Analysis of bone X-rays using morphological fractals

  • Author

    Samarabandu, J. ; Acharya, R. ; Hausmann, E. ; Allen, K.

  • Author_Institution
    State Univ. of New York, Buffalo, NY, USA
  • Volume
    3
  • fYear
    1992
  • fDate
    23-26 Mar 1992
  • Firstpage
    133
  • Abstract
    Mathematical morphology was applied for fractal analysis of bone X-ray images. Fractal dimension is calculated by performing a series of dilations on the given image and plotting the surface area of the resulting object against the size of the structuring element. This approach gives the added advantage of encoding structural information via the use of a structuring element. The algorithm was applied to several bone radiographs and the results demonstrate that fractal dimension using mathematical morphology gives us a robust texture measure of trabecular bone structures
  • Keywords
    X-ray applications; bone; diagnostic radiography; fractals; mathematical morphology; medical image processing; algorithm; bone X-ray images; bone radiographs; dilations; fractal analysis; fractal dimension; mathematical morphology; morphological fractals; structural information; structuring element size; surface area; texture measure; trabecular bone structures; Biology; Bones; Fractals; Image analysis; Image texture analysis; Information geometry; Radiography; Shape; Surface morphology; X-rays;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech, and Signal Processing, 1992. ICASSP-92., 1992 IEEE International Conference on
  • Conference_Location
    San Francisco, CA
  • ISSN
    1520-6149
  • Print_ISBN
    0-7803-0532-9
  • Type

    conf

  • DOI
    10.1109/ICASSP.1992.226258
  • Filename
    226258