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
Link To Document :
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