3D ELECTRICAL IMPEDANCE TOMOGRAPHY RECONSTRUCTIONS FROM SIMULATED ELECTRODE DATA USING DIRECT INVERSION t

Autor: S J, Hamilton, D, Isaacson, V, Kolehmainen, P A, Muller, J, Toivanen, P F, Bray
Rok vydání: 2022
Předmět:
Zdroj: Inverse Probl Imaging (Springfield)
ISSN: 1930-8337
Popis: The first numerical implementation of a t(exp) method in 3D using simulated electrode data is presented. Results are compared to Calderón’s method as well as more common TV and smoothness regularization-based methods. The t(exp) method for EIT is based on tailor-made non-linear Fourier transforms involving the measured current and voltage data. Low-pass filtering in the non-linear Fourier domain is used to stabilize the reconstruction process. In 2D, t(exp) methods have shown great promise for providing robust real-time absolute and time-difference conductivity reconstructions but have yet to be used on practical electrode data in 3D, until now. Results are presented for simulated data for conductivity and permittivity with disjoint non-radially symmetric targets on spherical domains and noisy voltage data. The 3D t(exp) and Calderón methods are demonstrated to provide comparable quality to their 2D counterparts, and hold promise for real-time reconstructions due to their fast, non-optimized, computational cost.
Databáze: OpenAIRE