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Author

Simon Bellens

Observed name: Bellens, Simon
Observed institutions: Materialise (Belgium), KU Leuven
ORCID: 0000-0001-9003-8704
Observed ORCID: 0000-0001-9003-8704
OpenAlex ID: A5063486259
Machine learning in industrial X-ray computed tomography – a review
2024 · Simon Bellens, Patricio Guerrero, et al. · CIRP journal of manufacturing science and technology · 50
Deep learning based porosity segmentation in X-ray CT measurements of polymer additive manufacturing parts
2021 · Simon Bellens, Patrick Vandewalle, et al. · Procedia CIRP · 48
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Evaluating conventional and deep learning segmentation for fast X-ray CT porosity measurements of polymer laser sintered AM parts
2022 · Simon Bellens, Gabriel M. Probst, et al. · Polymer Testing · 36
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Machine learning based sinogram interpolation for X-ray computed tomography validated on experimental data
2024 · Simon Bellens, Patricio Guerrero, et al. · Precision Engineering · 12
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Direct voxel classification from x-ray projections for 3D pore detection applied to laser sintered parts
2024 · Simon Bellens, Patricio Guerrero, et al. · Measurement Science and Technology · 6
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Deep learning reconstruction of few-view X-ray CT measurements of mono-material objects with validation in additive manufacturing
2024 · Simon Bellens, Patricio Guerrero, et al. · CIRP Annals · 6
Automatic and Computationally Efficient Alignment in Fan- and Cone-Beam Tomography
2024 · Patricio Guerrero, Simon Bellens, et al. · IEEE Transactions on Computational Imaging · 3
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A machine learning supported sinogram interpolation method for X-ray computed tomography
2023 · Materialise NV, Simon Bellens, et al. · e-Journal of Nondestructive Testing · 2
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Deep learning based sinogram interpolation applied to X-ray CT measurements of polymer additive manufacturing parts
2022 · Materialise NV, Simon Bellens, et al. · e-Journal of Nondestructive Testing · 1
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FISTA-Condat-Vu: Automatic Differentiation for Hyperparameter Learning in Variational Models
2024 · Guerrero, Patricio, Bellens, Simon, et al. · arXiv (Cornell University)
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Works count: 12
Citation count: 164
H-index: 6
I10-index: 4
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