DocumentCode
2773442
Title
Hybrid binary-real GA for microwave breast tomography
Author
Sabouni, Abas ; Ashtari, Ali ; Noghanian, Sima ; Thomas, Gabriel ; Pistorius, Stephen
Author_Institution
Univ. of Manitoba, Winnipeg, MB
fYear
2008
fDate
5-11 July 2008
Firstpage
1
Lastpage
4
Abstract
The recent information about breast tissue properties presented in [1] was used to design a new inverse scattering method for the application of breast imaging. The proposed method uses the combination of real and binary GAs which reduces the computational cost. The binary GA was used for the discrete search space that only finds the type of the tissue and real GA was used to find the water content percentage which covers a domain of real variables. The method was tested on a simulated example and showed promising results. Future studies will be performed to verify this method with experimental data.
Keywords
genetic algorithms; medical image processing; microwave imaging; tomography; breast imaging; breast tissue properties; discrete search space; hybrid binary-real GA; microwave breast tomography; Breast tissue; Cancer; Dielectric measurements; Dispersion; Electromagnetic scattering; Imaging phantoms; Inverse problems; Microwave imaging; Microwave theory and techniques; Tomography;
fLanguage
English
Publisher
ieee
Conference_Titel
Antennas and Propagation Society International Symposium, 2008. AP-S 2008. IEEE
Conference_Location
San Diego, CA
Print_ISBN
978-1-4244-2041-4
Electronic_ISBN
978-1-4244-2042-1
Type
conf
DOI
10.1109/APS.2008.4619674
Filename
4619674
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