• DocumentCode
    3007811
  • Title

    Contrast enhancement of radiograph images based on local heterogeneity measures

  • Author

    El-Feghi, I. ; Huang, S. ; Sid-Ahmed, M.A. ; Ahmadi, M.

  • Author_Institution
    Windsor Univ., Ont., Canada
  • Volume
    2
  • fYear
    2004
  • fDate
    24-27 Oct. 2004
  • Firstpage
    989
  • Abstract
    Contrast enhancement of the lateral skull X-ray images is very important in orthodontic practice, cephalometric evaluation and craniofacial landmarking. In this paper we present computational techniques involving contrast enhancement of two-dimensional digitized X-ray images. The algorithm is developed based on the use of local heterogeneity measures of pixel distribution. Image enhancement is accomplished by an adaptive gray scale pixels transformation depending on results of local heterogeneity contribution measures. The proposed approach was tested on different images and the results prove that the proposed method has better performance the existing conventional methods.
  • Keywords
    dentistry; diagnostic radiography; image enhancement; medical image processing; orthotics; adaptive gray scale pixel; cephalometric evaluation; craniofacial landmarking; heterogeneity measure; image enhancement; orthodontic; pixel distribution; radiograph image; skull X-ray image; two-dimensional digitized X-ray image; Biomedical imaging; Entropy; Frequency; Histograms; Image analysis; Image enhancement; Pixel; Radiography; Skull; X-ray imaging;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image Processing, 2004. ICIP '04. 2004 International Conference on
  • ISSN
    1522-4880
  • Print_ISBN
    0-7803-8554-3
  • Type

    conf

  • DOI
    10.1109/ICIP.2004.1419467
  • Filename
    1419467