Title :
An inverse scattering algorithm with spatial prior constraints for high-resolution microwave breast imaging
Author :
Neira, Luz Maria ; Van Veen, Barry D. ; Hagness, Susan C.
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of Wisconsin, Madison, WI, USA
Abstract :
We propose a reconstruction algorithm for microwave imaging that exploits spatial prior information to achieve high-resolution images. A regularization matrix with the spatial prior information is incorporated into the distorted Born iterative method. We test the algorithm using simulated array measurements of a 2D numerical phantom and demonstrate that it preserves the edges between different regions and correctly estimates their dielectric properties. This algorithm shows promise for enhancing the resolution of microwave breast imaging.
Keywords :
biological organs; image reconstruction; image resolution; iterative methods; medical image processing; microwave imaging; phantoms; 2D numerical phantom; dielectric properties; distorted Born iterative method; high-resolution imaging; high-resolution microwave breast imaging; inverse scattering algorithm; reconstruction algorithm; regularization matrix; simulated array measurements; Breast; Dielectrics; Image reconstruction; Microwave imaging; Microwave measurement; Microwave theory and techniques;
Conference_Titel :
Antennas and Propagation Society International Symposium (APSURSI), 2014 IEEE
Conference_Location :
Memphis, TN
Print_ISBN :
978-1-4799-3538-3
DOI :
10.1109/APS.2014.6904883