2020
DOI: 10.3233/fi-2020-1901
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A Phase Field Approach to Limited-angle Tomographic Reconstruction

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 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… Show more

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Cited by 4 publications
(3 citation statements)
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“…The efficiency of IRR depends a lot upon the quality of the filtering applied to the reconstructed volume. Recent work proposes a phase-field regularization based on the assumption that the sample is composed of a finite number of phases (Turpin et al, 2020). Using this regularization, the number of IRR iterations to reach convergence is as low as three Three stitched scans enlarge the field of view vertically (along the Z-axis).…”
Section: Processing Of Tomographic Datamentioning
confidence: 99%
See 1 more Smart Citation
“…The efficiency of IRR depends a lot upon the quality of the filtering applied to the reconstructed volume. Recent work proposes a phase-field regularization based on the assumption that the sample is composed of a finite number of phases (Turpin et al, 2020). Using this regularization, the number of IRR iterations to reach convergence is as low as three Three stitched scans enlarge the field of view vertically (along the Z-axis).…”
Section: Processing Of Tomographic Datamentioning
confidence: 99%
“…They partially mask some projection directions during the tomographic acquisitions. Hence, tomographic reconstruction requires a bespoke algorithm (Turpin et al, 2020) and specific attention to the artefacts resulting from missing information.…”
Section: Introductionmentioning
confidence: 99%
“…Based on a modified two-column press (Klotz et al, 2004), the UToPEc is compact (Ø 170 mm, 20 kg) and can be installed on a high-speed rotation stage for continuous image acquisition. It is designed with a large 165 angular opening, and hence offers limited blind angles that can be tolerated or corrected for by reconstruction algorithms (Turpin et al, 2020). Pressures and temperatures up to 10 GPa and 1700 C can be targeted with a micrometric spatial resolution for 3D volumes recorded in less than 1 s at full rotation speed.…”
Section: Introductionmentioning
confidence: 99%