• DocumentCode
    2219711
  • Title

    Multifractal analysis based on multi-resolution of medical images

  • Author

    Chen, Zhencheng ; Zhang, Tingting

  • Author_Institution
    Dept. of Biomed. Eng. of Info-Phys. & Geomatics Eng., Central South Univ., Changsha
  • fYear
    2008
  • fDate
    30-31 May 2008
  • Firstpage
    105
  • Lastpage
    108
  • Abstract
    This paper deals with the problem of obtaining and analyzing texture features in medical images. For this purpose we make use of a method based on the multifractal concept to compute the characteristic vector of fractal dimension (MFanvg) for CT images of normal liver or lung, CT images of abnormal liver or lung, MRI images of them and so on. It was discovered from the results, whether we implement multifractal analysis based on multi-resolution to CT images or MRI images, that each element of the MFanvg had no difference for normal parenchyma images but not for abnormal images. These differences can be testified by the Variance (Var) of characteristic vector MFanvg, of which the Var value of normal parenchyma image is less than 0.01 but abnormal more than 0.01.
  • Keywords
    computerised tomography; fractals; image resolution; image texture; liver; lung; medical image processing; CT images; fractal dimension; image multiresolution; image texture; liver; lung; multifractal analysis; parenchyma; Biomedical imaging; Computed tomography; Fractals; Image analysis; Image texture analysis; Liver; Lungs; Magnetic resonance imaging; Reactive power; Testing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Technology and Applications in Biomedicine, 2008. ITAB 2008. International Conference on
  • Conference_Location
    Shenzhen
  • Print_ISBN
    978-1-4244-2254-8
  • Electronic_ISBN
    978-1-4244-2255-5
  • Type

    conf

  • DOI
    10.1109/ITAB.2008.4570652
  • Filename
    4570652