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