Efficient non-linear 3D electrical tomography reconstruction
Molinari, M., Cox, S.J., Blott, B.H. and Daniell, G.J. (2001) Efficient non-linear 3D electrical tomography reconstruction. In, 2nd World Congress on Industrial Process Tomography, Hannover, Germany, 29 - 31 Aug 2001. Virtual Centre for Industrial Process Tomography, ISBN: 0 85316 2247, 424-432.
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Non-linear electrical tomography imaging can be performed efficiently if certain optimisations are applied to the computational reconstruction process. We present a 3D non-linear reconstruction algorithm based on a regularized conjugate gradient solver and discuss the optimisations which we incorporated to allow for an efficient and accurate reconstruction. In particular, the application of image smoothness constraints or other regularization techniques and auto-adaptive mesh refinement are highly relevant. We demonstrate the results of applying this algorithm to the reconstruction of a simulated material distribution in a cubic volume.
|Item Type:||Conference or Workshop Item (Paper)|
|Keywords:||3D non-linear electrical impedance tomography, optimised reconstruction algorithm, increased spatial resolution, parallel computing|
|Subjects:||T Technology > T Technology (General)
Q Science > QA Mathematics > QA75 Electronic computers. Computer science
Q Science > QC Physics
|Divisions:||University Structure - Pre August 2011 > School of Engineering Sciences
|Date Deposited:||20 Mar 2006|
|Last Modified:||27 Mar 2014 18:11|
|RDF:||RDF+N-Triples, RDF+N3, RDF+XML, Browse.|
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