DocumentCode :
53439
Title :
Hybrid Artifact Removal for Confocal Microwave Breast Imaging
Author :
Elahi, M.A. ; Shahzad, A. ; Glavin, M. ; Jones, E. ; O´Halloran, M.
Author_Institution :
Dept. of Electr. & Electron. Eng., Nat. Univ. of Ireland Galway, Galway, Ireland
Volume :
13
fYear :
2014
fDate :
2014
Firstpage :
149
Lastpage :
152
Abstract :
Several factors determine the effectiveness of an early-stage artifact removal algorithm for the detection of breast cancer using confocal microwave imaging. These factors include the ability to select the correct time window containing the artifact, the ability to remove the artifact while being robust to normal variances, and ability to effectively preserve the tumor response in the resultant signal. Very few (if any) of the existing artifact removal algorithms incorporate all of these qualities. In this letter, a novel hybrid artifact removal algorithm for microwave breast imaging applications is presented, which combines the best attributes of two existing algorithms to effectively remove the early-stage artifact while preserving the tumor response. This algorithm is compared to existing algorithms using a range of appropriate performance metrics.
Keywords :
cancer; finite difference time-domain analysis; medical image processing; microwave imaging; tumours; 3D finite-difference time-domain model; breast cancer; confocal microwave breast imaging; early-stage artifact removal; hybrid artifact removal algorithm; tumor response; Breast; Entropy; Microwave imaging; Signal processing algorithms; Time-domain analysis; Tumors; Artifact removal; breast cancer; microwave imaging; ultrawideband radar;
fLanguage :
English
Journal_Title :
Antennas and Wireless Propagation Letters, IEEE
Publisher :
ieee
ISSN :
1536-1225
Type :
jour
DOI :
10.1109/LAWP.2014.2298975
Filename :
6705628
Link To Document :
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