Missing wedge computed tomography by iterative algorithm DIRECTT |
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Authors: | ANDREAS KUPSCH AXEL LANGE MANFRED P HENTSCHEL SEBASTIAN LÜCK VOLKER SCHMIDT ROMAN GROTHAUSMANN ANDRÉ HILGER INGO MANKE |
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Affiliation: | 1. BAM Federal Institute for Materials Research and Testing, Berlin, Germany;2. Ulm University, Institute of Stochastics, Ulm, Germany;3. HZB Helmholtz‐Zentrum Berlin, Berlin, Germany;4. Hannover Medical School, Institute for Functional and Applied Anatomy, Hannover, Germany |
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Abstract: | A strategy to mitigate typical reconstruction artefacts in missing wedge computed tomography is presented. These artefacts appear as elongations of reconstructed details along the mean direction (i.e. the symmetry centre of the projections). Although absent in standard computed tomography applications, they are most prominent in advanced electron tomography and also in special topics of X‐ray and neutron tomography under restricted geometric boundary conditions. We investigate the performance of the DIRECTT (Direct Iterative Reconstruction of Computed Tomography Trajectories) algorithm to reduce the directional artefacts in standard procedures. In order to be sensitive to the anisotropic nature of missing wedge artefacts, we investigate isotropic substructures of metal foam as well as circular disc models. Comparison is drawn to filtered backprojection and algebraic techniques. Reference is made to reconstructions of complete data sets. For the purpose of assessing the reconstruction quality, Fourier transforms are employed to visualize the missing wedge directly. Deficient reconstructions of disc models are evaluated by a length‐weighted kernel density estimation, which yields the probabilities of boundary orientations. The DIRECTT results are assessed at different signal‐to‐noise ratios by means of local and integral evaluation parameters. |
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Keywords: | Computed tomography electron tomography image morphology iterative reconstruction missing wedge reconstruction algorithm |
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