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
Link To Document