DocumentCode
1144522
Title
Enhancement of Mammographic Features by Optimal Adaptive Neighborhood Image Processing
Author
Dhawan, Atam P. ; Buelloni, Gianluca ; Gordon, Richard
Volume
5
Issue
1
fYear
1986
fDate
3/1/1986 12:00:00 AM
Firstpage
8
Lastpage
15
Abstract
X-ray mammography is the only breast cancer detection technique presently available with proven efficacy. Mammographic detection of early breast cancer requires optimal radiological or image processing techniques. We present an image processing approach based on adaptive neighborhood processing with a new set of contrast enhancement functions to enhance mammographic features. This procedure brings out the features in the image with little or no enhancement of the noise. We also find that adaptive neighborhoods with surrounds whose width is a constant difference from the center yield improved enhancement over adaptive neighborhoods with a constant ratio of surround to center neighborhood widths.
Keywords
Breast cancer; Cancer detection; Data mining; Frequency; Image processing; Magnetic resonance imaging; Mammography; Radiology; Spatial resolution; Ultrasonic imaging;
fLanguage
English
Journal_Title
Medical Imaging, IEEE Transactions on
Publisher
ieee
ISSN
0278-0062
Type
jour
DOI
10.1109/TMI.1986.4307733
Filename
4307733
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