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
Link To Document