1. Efficient Jacobian Computations for Complex ECT/EIT Imaging.
- Author
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Neumayer, Markus, Suppan, Thomas, Bretterklieber, Thomas, Wegleiter, Hannes, and Fox, Colin
- Subjects
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ELECTRICAL impedance tomography , *ELECTRICAL capacitance tomography , *INVERSE problems , *JACOBIAN matrices , *GREEN'S functions , *ELECTROCONVULSIVE therapy - Abstract
The reconstruction of the spatial complex conductivity σ + j ω ε 0 ε r from complex valued impedance measurements forms the inverse problem of complex electrical impedance tomography or complex electrical capacitance tomography. Regularized Gauß-Newton schemes have been proposed for their solution. However, the necessary computation of the Jacobian is known to be computationally expensive, as standard techniques such as adjoint field methods require additional simulations. In this work, we show a more efficient way to computationally access the Jacobian matrix. In particular, the presented techniques do not require additional simulations, making the use of the Jacobian, free of additional computational costs. [ABSTRACT FROM AUTHOR]
- Published
- 2024
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