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  • 标题:Using Statistical Algorithms for Image Reconstruction in EIT
  • 本地全文:下载
  • 作者:Tomasz Rymarczyk ; Edward Kozłowski
  • 期刊名称:MATEC Web of Conferences
  • 电子版ISSN:2261-236X
  • 出版年度:2018
  • 卷号:210
  • DOI:10.1051/matecconf/201821002017
  • 语种:English
  • 出版社:EDP Sciences
  • 摘要:The problem with image reconstruction from impedance tomography is an ill-posed inverse problem. To get quantitative information on the change in conductivity, it would be better to use a non-linear model in the differential imaging solution. Statistical methods such as PCR, PLRS, elastic net, Lars, SVR were used to reconstruct the image. The discussed techniques can be applied to the problem of electrical tomography. The algorithms used to identify unknown material coefficient.
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