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The Use of Entropic Thresholding Methods in Reconstruction of Capacitance Tomography Data

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dc.creator Mwambela, Alfred
dc.creator Isaksen, Ø.
dc.creator Johansen, Geir A.
dc.date 2016-05-20T10:01:54Z
dc.date 2016-05-20T10:01:54Z
dc.date 1997
dc.date.accessioned 2018-03-27T08:52:57Z
dc.date.available 2018-03-27T08:52:57Z
dc.identifier Mwambela, A.J., Isaksen, Ø. and Johansen, G.A., 1997. The use of entropic thresholding methods in reconstruction of capacitance tomography data. Chemical engineering science, 52(13), pp.2149-2159.
dc.identifier http://hdl.handle.net/20.500.11810/2179
dc.identifier 10.1016/S0009-2509(97)00041-9
dc.identifier.uri http://hdl.handle.net/20.500.11810/2179
dc.description Full text can be accessed at http://www.sciencedirect.com/science/article/pii/S0009250997000419
dc.description High-quality reconstruction of capacitance tomography data is of vital importance to ensure quantitative information from such systems. Several methods have been tested, such as linear back projection (LBP), representing a fast and crude method, and model-based reconstruction (MOR) which significantly improves the results, although at higher computational cost. The main problem of using LBP is the smoothing effect on sharp transitions in the dielectric constant distribution. The reconstruction quality could be improved by including a thresholding procedure in the reconstruction process. In this work, entropic thresholding methods are used. These methods are compared to previously published thresholding techniques such as Xie's method and an implicit model-based reconstruction method. A computer simulated eight-electrode capacitance tomography system has been used for the evaluation.
dc.language en
dc.publisher Elsevier
dc.subject Process tomography
dc.subject Image processing
dc.subject Pattern recognition
dc.title The Use of Entropic Thresholding Methods in Reconstruction of Capacitance Tomography Data
dc.type Journal Article


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