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Bart Smets
Bart Smets
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Titel
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Geciteerd door
Jaar
PDE-based group equivariant convolutional neural networks
B Smets, J Portegies, E Bekkers, R Duits
Journal of Mathematical Imaging and Vision, 2022
542022
Total variation and mean curvature PDEs on the homogeneous space of positions and orientations
BMN Smets, J Portegies, E St-Onge, R Duits
Journal of Mathematical Imaging and Vision 63, 237-262, 2021
122021
Equivariant deep learning via morphological and linear scale space PDEs on the space of positions and orientations
R Duits, B Smets, E Bekkers, J Portegies
International Conference on Scale Space and Variational Methods in Computer …, 2021
112021
Analysis of (sub-) riemannian pde-g-cnns
G Bellaard, DLJ Bon, G Pai, BMN Smets, R Duits
Journal of Mathematical Imaging and Vision 65 (6), 819-843, 2023
102023
Total variation and mean curvature PDEs on the space of positions and orientations
R Duits, E St-Onge, J Portegies, B Smets
International conference on scale space and variational methods in computer …, 2019
92019
Recent geometric flows in multi-orientation image processing via a Cartan connection
R Duits, BMN Smets, AJ Wemmenhove, JW Portegies, EJ Bekkers
Handbook of Mathematical Models and Algorithms in Computer Vision and …, 2021
72021
Functional properties of pde-based group equivariant convolutional neural networks
G Pai, G Bellaard, BMN Smets, R Duits
International Conference on Geometric Science of Information, 63-72, 2023
52023
Geometric image denoising and machine learning
B Smets
Master thesis, TU Eindhoven, 2019
42019
Geodesic tracking via new data-driven connections of cartan type for vascular tree tracking
NJ van den Berg, BMN Smets, G Pai, JM Mirebeau, R Duits
Journal of Mathematical Imaging and Vision 66 (2), 198-230, 2024
22024
PDE-CNNs: Axiomatic Derivations and Applications
G Bellaard, S Sakata, B Smets, R Duits
arXiv preprint arXiv:2403.15182, 2024
12024
Geodesic tracking of retinal vascular trees with optical and tv-flow enhancement in se (2)
NJ van den Berg, S Zhang, BMN Smets, TTJM Berendschot, R Duits
International Conference on Scale Space and Variational Methods in Computer …, 2023
12023
Total Variation and Mean Curvature PDEs on $\mathbb {R}^ d\rtimes S^{d-1} $
R Duits, E St-Onge, J Portegies, B Smets
arXiv preprint arXiv:1902.08145, 2019
12019
Total Variation and Mean Curvature PDEs on R d Sd−
R Duits, E St-Onge, J Portegies, B Smets
arXiv preprint arXiv:1902.08145, 2019
12019
Improving on Vascular Tracking using Sub-Riemannian Geodesics
BMN Smets
Bachelor End Project. TU Eindhoven, 2017
12017
Geometric Partial Differential Equations in Deep Learning and Image Processing
BMN Smets
2024
Semiring Activation in Neural Networks
B Smets, PD Donker, JW Portegies, R Duits
arXiv preprint arXiv:2405.18805, 2024
2024
Mathematics of Neural Networks (Lecture Notes Graduate Course)
B Smets
arXiv preprint arXiv:2403.04807, 2024
2024
Geodesic Tracking via New Data-driven Connections of Cartan Type for Vascular Tree Tracking
B NJvd, BM Smets, G Pai, J Mirebeau, R Duits
2022
Geodesic Tracking via New Data-driven Connections of Cartan Type for Vascular Tree Tracking
N Berg, B Smets, G Pai, JM Mirebeau, R Duits
arXiv preprint arXiv:2208.11004, 2022
2022
Improved Computational Models and Algorithms for Geodesic Vessel Tracking in Orientation Scores
N van den Berg, R Duits, B Smets, B Koren
2021
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Artikelen 1–20