• DocumentCode
    1172014
  • Title

    A Direct Image Contrast Enhancement Algorithm in the Wavelet Domain for Screening Mammograms

  • Author

    Tang, Jinshan ; Liu, Xiaoming ; Sun, Qingling

  • Author_Institution
    Dept. of Adv. Technol., Alcorn State Univ., Lorman, MS
  • Volume
    3
  • Issue
    1
  • fYear
    2009
  • Firstpage
    74
  • Lastpage
    80
  • Abstract
    In breast cancer diagnosis, the radiologists mainly use their eyes to discern cancer when they screen the mammograms. However, in many cases, cancer is not easily detected by the eyes because of the bad imaging conditions. In order to improve the correct diagnosis rate of cancer, image-enhancement technology is often used to enhance the image and aid the radiologists. In this paper, we develop a new image-enhancement technology in the wavelet domain for radiologists to screen mammograms. The new image-enhancement algorithm has several advantages. First, the proposed image-enhancement technology modifies a multiscale measure which matches the human vision system and thus the enhanced images have better visual quality; second, the image enhancement is accomplished in the wavelet domain and thus it can save time if the image is compressed by wavelet transform based methods; third, the end users can adjust the enhancement by manipulating a single parameter. Experiments were performed on mammograms and the results are progressive.
  • Keywords
    cancer; data compression; diagnostic radiography; image coding; image enhancement; mammography; optical transfer function; wavelet transforms; breast cancer diagnosis; direct image contrast enhancement algorithm; human vision system; image visual quality; multiscale measure image enhancement; multiscale measure modification; screening mammograms; wavelet domain; wavelet transform based image compression; Breast cancer; Cancer detection; Eyes; Humans; Image coding; Image enhancement; Machine vision; Time measurement; Wavelet domain; Wavelet transforms; Contrast measure; direct image enhancement; mammograms; wavelet transform;
  • fLanguage
    English
  • Journal_Title
    Selected Topics in Signal Processing, IEEE Journal of
  • Publisher
    ieee
  • ISSN
    1932-4553
  • Type

    jour

  • DOI
    10.1109/JSTSP.2008.2011108
  • Filename
    4786546