B.M.N. Smets

Latest

• Roto-Translation Invariant Metrics on Position-Orientation Space
• Universal Collection of Euclidean Invariants between Pairs of Position-Orientations
• Flow Matching on Lie Groups
• PDE-CNNs: Axiomatic Derivations and Applications
• Partial Differential Equations in Deep Learning & Image Processing
• Semiring Activation in Neural Networks
• Geodesic Tracking of Retinal Vascular Trees with Optical and TV-Flow Enhancement in SE(2)
• Analysis of (sub-)Riemannian PDE-G-CNNs
• Geodesic Tracking via New Data-driven Connections of Cartan Type for Vascular Tree Tracking
• PDE-based Group Equivariant Convolutional Neural Networks
• Total Variation and Mean Curvature PDEs on the Homogeneous Space of Positions and Orientations (JMIV)
• Master Thesis: Geometric Image Denoising and Machine Learning
• Total Variation and Mean Curvature PDEs on $\mathbb{R}^d \rtimes S^{d−1}$ (SSVM)
• Bachelor End Project: Improving on Vascular Tracking using Sub-Riemannian Geodesics