A Phase Field Approach to Limited-angle Tomographic Reconstruction
ROUX, Stéphane
Commissariat à l'énergie atomique et aux énergies alternatives [CEA]
Laboratoire de mécanique et technologie [LMT]
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Commissariat à l'énergie atomique et aux énergies alternatives [CEA]
Laboratoire de mécanique et technologie [LMT]
ROUX, Stéphane
Commissariat à l'énergie atomique et aux énergies alternatives [CEA]
Laboratoire de mécanique et technologie [LMT]
< Reduce
Commissariat à l'énergie atomique et aux énergies alternatives [CEA]
Laboratoire de mécanique et technologie [LMT]
Language
EN
Article de revue
This item was published in
Fundamenta Informaticae. 2020-02-08, vol. 172, n° 2, p. 203-219
English Abstract
The tomography of an object with limited angle can be addressed through Iterative Reconstruction Reprojection (IRR) procedure, wherein a standard reconstruction procedure is used together with a “filtering” of the image ...Read more >
The tomography of an object with limited angle can be addressed through Iterative Reconstruction Reprojection (IRR) procedure, wherein a standard reconstruction procedure is used together with a “filtering” of the image at each iteration. It is here proposed to use as a filter a phase-field—or Cahn-Hilliard—regularization interlaced with a filtered back-projection reconstruction. This reconstruction procedure is tested on a cone-beam tomography of a 3D woven ceramic composite material, and is shown to retrieve a reconstructed volume with very low artifacts in spite of a large missing angle interval (up to 28%).Read less <
English Keywords
Iterative Reconstruction Reprojection (IRR)
X-ray micro-CT
Limited-angle reconstruction
Regularization
Phase field