• DocumentCode
    1145038
  • Title

    Regionally Adaptive Histogram Equalization of the Chest

  • Author

    Sherrier, Robert H. ; Johnson, G.A.

  • Volume
    6
  • Issue
    1
  • fYear
    1987
  • fDate
    3/1/1987 12:00:00 AM
  • Firstpage
    1
  • Lastpage
    7
  • Abstract
    Advances in the area of digital chest radiography have resulted in the acquisition of high-quality images of the human chest. With these advances, there arises a genuine need for image processing algorithms specific to the chest, in order to fully exploit this digital technology. We have implemented the well-known technique of histogram equalization, noting the problems encountered when it is adapted to chest images. These problems have been successfully solved with our regionally adaptive histogram equalization method. With this technique histograms are calculated locally and then modified according to both the mean pixel value of that region as well as certain characteristics of the cumulative distribution function. This process, which has allowed certain regions of the chest radiograph to be enhanced differentially, may also have broader implications for other image processing tasks.
  • Keywords
    Adaptive equalizers; Biomedical imaging; Diagnostic radiography; Diseases; Dynamic range; Histograms; Humans; Image processing; Lungs; Radiology;
  • fLanguage
    English
  • Journal_Title
    Medical Imaging, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0278-0062
  • Type

    jour

  • DOI
    10.1109/TMI.1987.4307791
  • Filename
    4307791