TY - GEN
T1 - A massively parallel SIMD framework for fast 3D microwave tomography
AU - Shahzad, A.
AU - Elahi, A.
AU - O'Halloran, M.
AU - Jones, E.
AU - Glavin, M.
N1 - Publisher Copyright:
© 2017 IEEE.
PY - 2017/10/11
Y1 - 2017/10/11
N2 - Microwave Tomography (MT) is one of the most promising emerging imaging modality in recent years, which has shown potential to detect small tumors in human breast. The computational complexity and memory requirement of the MT algorithms are major challenges in further development. This paper presents a Single Instruction Multiple Data (SIMD) framework for fast 3D microwave tomography. A time domain inverse scattering algorithm was used to reconstruct the dielectric properties of human breast. The proposed SIMD framework was evaluated on anatomically accurate numerical breast phantoms, and reconstruction results are presented.
AB - Microwave Tomography (MT) is one of the most promising emerging imaging modality in recent years, which has shown potential to detect small tumors in human breast. The computational complexity and memory requirement of the MT algorithms are major challenges in further development. This paper presents a Single Instruction Multiple Data (SIMD) framework for fast 3D microwave tomography. A time domain inverse scattering algorithm was used to reconstruct the dielectric properties of human breast. The proposed SIMD framework was evaluated on anatomically accurate numerical breast phantoms, and reconstruction results are presented.
UR - https://www.scopus.com/pages/publications/85035103280
U2 - 10.1109/ICEAA.2017.8065561
DO - 10.1109/ICEAA.2017.8065561
M3 - Conference Publication
AN - SCOPUS:85035103280
T3 - Proceedings of the 2017 19th International Conference on Electromagnetics in Advanced Applications, ICEAA 2017
SP - 1477
EP - 1481
BT - Proceedings of the 2017 19th International Conference on Electromagnetics in Advanced Applications, ICEAA 2017
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 19th International Conference on Electromagnetics in Advanced Applications, ICEAA 2017
Y2 - 11 September 2017 through 15 September 2017
ER -