• DocumentCode
    302880
  • Title

    Region-based enhancement of digital chest radiographs

  • Author

    Lin, Jyh-Shyan ; Lo, Shih-Chung B. ; Li, Huai ; Freedman, Matthew T. ; Mun, Seong K.

  • Author_Institution
    Dept. of Radiol., George Washington Univ., Washington, DC, USA
  • Volume
    4
  • fYear
    1996
  • fDate
    7-10 May 1996
  • Firstpage
    2211
  • Abstract
    In routine chest radiographs, the mediastinum is often underexposed and vascular structures are obscured by the diaphragm. We have developed a region-based processing algorithm to enhance contrast and brightness of selected anatomical regions, such as the mediastinum, without altering the other regions. We employ wavelet processing technique to segment a chest radiograph into different gray level regions and then apply different degrees of contrast enhancement procedure to them. The image enhancement is controlled by a proposed sigmoid function. The enhanced images showed improved visualization in the mediastinum area over the original unprocessed chest radiographs. Furthermore, the visibility of vascular structures which are obscured by the diaphragm and mediastinum is improved
  • Keywords
    diagnostic radiography; image enhancement; image segmentation; medical image processing; wavelet transforms; anatomical regions; brightness; contrast enhancement; diaphragm; digital chest radiographs; gray level regions; mediastinum; region-based enhancement; region-based processing algorithm; sigmoid function; vascular structures; visualization; wavelet processing technique; Band pass filters; Degradation; Diagnostic radiography; Filtering; Frequency; Image generation; Lungs; Pixel; Radiology; Visualization;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech, and Signal Processing, 1996. ICASSP-96. Conference Proceedings., 1996 IEEE International Conference on
  • Conference_Location
    Atlanta, GA
  • ISSN
    1520-6149
  • Print_ISBN
    0-7803-3192-3
  • Type

    conf

  • DOI
    10.1109/ICASSP.1996.545860
  • Filename
    545860