Title :
Reduction of skin reflections in radar-based microwave breast imaging
Author :
Maklad, Batoul ; Fear, Elise C.
Abstract :
Radar-based microwave breast imaging is a prospective complementary imaging method that relies on dielectric property differences. One of the main challenges is removing the overwhelming reflection associated with the skin. In this paper, a skin subtraction method that can be applied to data generated with a realistic three dimensional breast model is presented. The method estimates the skin response of the target antenna as a filtered combination of its neighbors with the use of a modified recursive least squares algorithm and a generalized cross validation technique. The neighbors are selected based on their proximity and their spatial correlation to the target antenna. The method´s ability to subtract the skin response and preserve the tumor response is demonstrated.
Keywords :
Breast neoplasms; Microwave imaging; Optical reflection; Radar antennas; Radar imaging; Reflector antennas; Resonance light scattering; Skin neoplasms; Time factors; Wiener filter; Algorithms; Breast Neoplasms; Computer Simulation; Diagnostic Imaging; Female; Humans; Image Enhancement; Microwaves; Models, Biological; Radar; Reproducibility of Results; Scattering, Radiation; Sensitivity and Specificity; Skin;
Conference_Titel :
Engineering in Medicine and Biology Society, 2008. EMBS 2008. 30th Annual International Conference of the IEEE
Conference_Location :
Vancouver, BC
Print_ISBN :
978-1-4244-1814-5
Electronic_ISBN :
1557-170X
DOI :
10.1109/IEMBS.2008.4649081