• DocumentCode
    2318343
  • Title

    Image enhancement of chest radiography using wavelet analysis

  • Author

    Matozaki, Takeshi ; Tanishita, Akihiko ; Ikeguchi, Tohru

  • Author_Institution
    Dept. of Appl. Electron., Sci. Univ. of Tokyo, Japan
  • Volume
    3
  • fYear
    1996
  • fDate
    31 Oct-3 Nov 1996
  • Firstpage
    1109
  • Abstract
    Image enhancement of the blurred area masked by high contrast image on X-ray chest radiography, is very important for physician´s diagnosis. We study the possibility of image enhancement of the masked area in spite of the size and the position of the masked area, using wavelet analysis, automatically. The image signals are decomposed to wavelet representation which lies between the spatial and the Fourier domain. The wavelet coefficient can be modified locally referring to the density of blurred image on both domains. As it is possible to keep information referring to the coordinate on the image, using features of localization of the base functions, we could transform inversively the decomposed data through modification of the coefficient. As a result, we could recognize more clearly properties of region of mediastium and lung, respectively
  • Keywords
    diagnostic radiography; image enhancement; image resolution; medical image processing; wavelet transforms; Fourier domain; X-ray chest radiography; blurred area; density of blurred image; image enhancement; lung; masked by high contrast image; mediastium; multiresolution; pyramidal algorithm; spatial domain; wavelet analysis; wavelet representation; Dynamic range; Focusing; Image analysis; Lungs; Radiographic image enhancement; Radiography; Signal resolution; Wavelet analysis; Wavelet coefficients; Wavelet domain;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Engineering in Medicine and Biology Society, 1996. Bridging Disciplines for Biomedicine. Proceedings of the 18th Annual International Conference of the IEEE
  • Conference_Location
    Amsterdam
  • Print_ISBN
    0-7803-3811-1
  • Type

    conf

  • DOI
    10.1109/IEMBS.1996.652731
  • Filename
    652731