DocumentCode :
1477734
Title :
Use of an adaptive filter for shape detection in microwave imaging with a focus on breast cancer detection
Author :
Cheeseman, B. ; Huang, Yi-Pai
Author_Institution :
Univ. of Liverpool, Liverpool, UK
Volume :
4
Issue :
4
fYear :
2010
fDate :
4/1/2010 12:00:00 AM
Firstpage :
553
Lastpage :
561
Abstract :
Detecting a target of interest is the primary focus of microwave imaging but once detected an additional useful property to have is some measure of the target shape and this study is aimed at addressing this issue. A comparison between a wideband Gaussian pulse with integration along the pulse length to a correlation approach and an adaptive filter for the purposes of seeing how finely a target shape is preserved was carried out. It shows clearly that improvements in shape preservation can be made but at the cost of higher strengths of detection. Using the filter the geometric shapes image excellently and are exceptionally clear while the cluster and enclosed shapes are recognisable and greatly improved over both correlation and pulse integration. The reflection coefficient polarity for the interface between the travelling medium and target can also be easily seen.
Keywords :
Gaussian distribution; adaptive filters; biological organs; cancer; feature extraction; gynaecology; medical image processing; microwave imaging; adaptive filter; breast cancer detection; geometric shapes; microwave imaging; pulse integration; reflection coefficient polarity; shape detection; wideband Gaussian pulse;
fLanguage :
English
Journal_Title :
Microwaves, Antennas & Propagation, IET
Publisher :
iet
ISSN :
1751-8725
Type :
jour
DOI :
10.1049/iet-map.2008.0358
Filename :
5453107
Link To Document :
بازگشت