Title :
A hybrid image reconstruction approach for ultra-wide band microwave tomography featuring radar based and iterative methods
Author :
Zanoon, Tareq F. A. ; Abduallah, Mohd Zaid
Author_Institution :
Telecommun. Eng. Dept., Arab America Univ., Jenin, Palestinian Authority
Abstract :
This paper presents a hybrid approach that combines two distinct classes of solutions for microwave tomography; namely radar and tomographic approaches. In this case, the fast computational advantage of radar based methods are utilized in obtaining a more suitable initial guess that can be used as an input to the iterative tomographic process, thus yielding an accurate quantitative result that is less sensitive to the inherited nonlinearity of the inverse scattering problem. Experimentation on numerical results suggest the effectiveness of this approach especially with common imaging setups.
Keywords :
conjugate gradient methods; image reconstruction; inverse problems; iterative methods; microwave imaging; tomography; fast computational advantage; hybrid image reconstruction approach; inverse scattering problem; iterative tomographic process; radar based methods; ultrawide band microwave tomography; Convergence; Image reconstruction; Microwave imaging; Microwave theory and techniques; Permittivity; Tomography; Microwave tomography; Ultra-wide band; conjugate gadient; inverse problem;
Conference_Titel :
Imaging Systems and Techniques (IST), 2014 IEEE International Conference on
Conference_Location :
Santorini
DOI :
10.1109/IST.2014.6958438