Improvement of image reconstructions using level set method

被引:0
作者
Dědková, Jarmila [1 ]
Drexler, Petr [1 ]
机构
[1] Technical University, Kolejní 2906/4, 61200 Brno, Czech Republic
来源
Acta Technica CSAV (Ceskoslovensk Akademie Ved) | 2010年 / 55卷 / 01期
关键词
Electric impedance tomography - Electric impedance - Level measurement - Stochastic systems - Numerical methods - Drop breakup - Image enhancement - Finite element method - Inverse problems - Problem solving;
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摘要
A new approach to image reconstruction problems is proposed to improve results applying the level set technique during a reconstruction process that is based on electrical impedance tomography (EIT). Recently described methods are often based on deterministic or stochastic approach to solve EIT inverse problem, which is nonlinear and highly ill-posed. The suggested approach combines advantages of nowadays used deterministic methods such as Tikhonov regularization method with advantages of the level set method. A new way is applied to the tissue conductivity reconstruction. Numerical results of the improved image reconstruction based on the proposed new technique are presented and compared with previous results. © 2010 Institute of Thermomechanics AS CR, v.v.i.
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页码:53 / 62
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