Title :
Time-domain inverse scattering with a coarse reconstruction mesh
Author :
Gibbins, David R. ; Henriksson, Tommy ; Craddock, Ian ; Sarafianou, Mantalena
Author_Institution :
Dept. of Electr. & Electron. Eng., Univ. of Bristol, Bristol, UK
Abstract :
In this paper we present the ongoing work on 3D time-domain inverse scattering for biomedical applications, at The University of Bristol. It is well known that 3D inverse scattering is an ill-posed nonlinear problem whose solution requires a huge amount of computational resources. One way to reduce this is to use a coarse parameter mesh for the reconstruction, rather than the mesh used in the EM solver. This can also dramatically reduce the memory requirements. This paper focuses on the implementation of such a mesh and its impact on the image reconstruction. Two multi-target lossless scenarios are considered; one generalized low permittivity case and one more realistic case with a simplified breast phantom. The results clearly show how the computational cost can be reduced while still producing a good quality image and convergence of the conjugate gradient algorithm.
Keywords :
conjugate gradient methods; electromagnetic wave scattering; image reconstruction; medical image processing; microwave imaging; phantoms; time-domain analysis; 3D inverse scattering; 3D time-domain inverse scattering; EM solver; University of Bristol; biomedical applications; coarse parameter mesh; coarse reconstruction mesh; computational cost; computational resources; conjugate gradient algorithm; generalized low permittivity case; ill-posed nonlinear problem; image reconstruction; memory requirements; multitarget lossless scenarios; quality image; simplified breast phantom; Breast; Finite difference methods; Image reconstruction; Inverse problems; Microwave imaging; Time domain analysis; Biomedical imaging; electromagnetic modeling; finite difference methods; inverse problems; microwave imaging;
Conference_Titel :
Microwave Conference Proceedings (APMC), 2011 Asia-Pacific
Conference_Location :
Melbourne, VIC
Print_ISBN :
978-1-4577-2034-5