Bart M. N. Smets

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 13

Top Topics

Anisotropic Diffusion

Linear Scale Space

Convolutional Neural Networks

Top Venues

J. Math. Imaging Vis.

Publications

Bart M. N. Smets, Peter D. Donker, Jim Portegies, Remco Duits
Semiring Activation in Neural Networks. CoRR (2024)
Nick J. van de Berg, Bart M. N. Smets, Gautam Pai, Jean-Marie Mirebeau, Remco Duits
Geodesic Tracking via New Data-Driven Connections of Cartan Type for Vascular Tree Tracking. J. Math. Imaging Vis. 66 (2) (2024)
Gijs Bellaard, Sei Sakata, Bart M. N. Smets, Remco Duits
PDE-CNNs: Axiomatic Derivations and Applications. CoRR (2024)
Bart M. N. Smets
Mathematics of Neural Networks (Lecture Notes Graduate Course). CoRR (2024)
Gautam Pai, Gijs Bellaard, Bart M. N. Smets, Remco Duits
Functional Properties of PDE-Based Group Equivariant Convolutional Neural Networks. GSI (1) (2023)
Bart M. N. Smets, Jim Portegies, Erik J. Bekkers, Remco Duits
PDE-Based Group Equivariant Convolutional Neural Networks. J. Math. Imaging Vis. 65 (1) (2023)
Nick J. van de Berg, Shuhe Zhang, Bart M. N. Smets, Tos T. J. M. Berendschot, Remco Duits
Geodesic Tracking of Retinal Vascular Trees with Optical and TV-Flow Enhancement in SE(2). SSVM (2023)
Gijs Bellaard, Daan L. J. Bon, Gautam Pai, Bart M. N. Smets, Remco Duits
Analysis of (sub-)Riemannian PDE-G-CNNs. J. Math. Imaging Vis. 65 (6) (2023)
Gijs Bellaard, Daan L. J. Bon, Gautam Pai, Bart M. N. Smets, Remco Duits
Analysis of (sub-)Riemannian PDE-G-CNNs. CoRR (2022)
Remco Duits, Bart M. N. Smets, Erik J. Bekkers, Jim Portegies
Equivariant Deep Learning via Morphological and Linear Scale Space PDEs on the Space of Positions and Orientations. SSVM (2021)
Bart M. N. Smets, Jim Portegies, Etienne St-Onge, Remco Duits
Total Variation and Mean Curvature PDEs on the Homogeneous Space of Positions and Orientations. J. Math. Imaging Vis. 63 (2) (2021)
Bart M. N. Smets, Jim Portegies, Erik J. Bekkers, Remco Duits
PDE-based Group Equivariant Convolutional Neural Networks. CoRR (2020)
Remco Duits, Etienne St-Onge, Jim Portegies, Bart M. N. Smets
Total Variation and Mean Curvature PDEs on the Space of Positions and Orientations. SSVM (2019)