B.M.N. Smets /authors/b.m.n.-smets/ B.M.N. Smets Source Themes Academic (https://sourcethemes.com/academic/)en-usB.M.N Smets © 2025Fri, 04 Apr 2025 09:00:00 +0200 /img/icon-192.png B.M.N. Smets /authors/b.m.n.-smets/ Roto-Translation Invariant Metrics on Position-Orientation Space /publication/bellaard2025invariantmetrics/ Fri, 04 Apr 2025 09:00:00 +0200 /publication/bellaard2025invariantmetrics/ Universal Collection of Euclidean Invariants between Pairs of Position-Orientations /publication/bellaard2025universal/ Fri, 04 Apr 2025 08:00:02 +0200 /publication/bellaard2025universal/ Flow Matching on Lie Groups /publication/sherry2025flowmatching/ Tue, 01 Apr 2025 08:00:02 +0200 /publication/sherry2025flowmatching/ PDE-CNNs: Axiomatic Derivations and Applications /publication/bellaard2025axiomatic/ Thu, 30 Jan 2025 10:17:46 +0100 /publication/bellaard2025axiomatic/ Partial Differential Equations in Deep Learning & Image Processing /publication/smets2024phd/ Fri, 20 Sep 2024 13:30:00 +0100 /publication/smets2024phd/ Semiring Activation in Neural Networks /publication/smets2024semiring/ Fri, 05 Jul 2024 13:00:00 +0100 /publication/smets2024semiring/ Geodesic Tracking of Retinal Vascular Trees with Optical and TV-Flow Enhancement in SE(2) /publication/vandenberg2023geodesic/ Wed, 10 May 2023 10:17:46 +0100 /publication/vandenberg2023geodesic/ Analysis of (sub-)Riemannian PDE-G-CNNs /publication/bellaard2023analysis/ Sun, 16 Apr 2023 10:17:46 +0100 /publication/bellaard2023analysis/ Geodesic Tracking via New Data-driven Connections of Cartan Type for Vascular Tree Tracking /publication/vandenberg2023cartan/ Wed, 11 Jan 2023 10:17:46 +0100 /publication/vandenberg2023cartan/ PDE-based Group Equivariant Convolutional Neural Networks /publication/smets2022pde/ Thu, 30 Jun 2022 10:17:46 +0100 /publication/smets2022pde/ Total Variation and Mean Curvature PDEs on the Homogeneous Space of Positions and Orientations (JMIV) /publication/smets2019jmiv/ Mon, 31 Aug 2020 08:57:02 +0200 /publication/smets2019jmiv/ <p>This paper is an extended version of the <a href="/publication/ssvm2019">SSVM paper</a> of almost the same name and was written for the special issue of JMIV following SSVM 2019.</p> Master Thesis: Geometric Image Denoising and Machine Learning /publication/smets2019msc/ Wed, 19 Jun 2019 15:50:09 +0100 /publication/smets2019msc/ <p>Master thesis made during the Industrial and Applied Mathematics graduate program at the Eindhoven University of Technology.</p> Total Variation and Mean Curvature PDEs on $\mathbb{R}^d \rtimes S^{d−1}$ (SSVM) /publication/ssvm2019/ Thu, 21 Feb 2019 18:46:00 +0100 /publication/ssvm2019/ <p>An <a href="/publication/smets2019jmiv">extended</a> version of this paper was written for the JMIV special issue following SSVM 2019.</p> Bachelor End Project: Improving on Vascular Tracking using Sub-Riemannian Geodesics /publication/smets2017bep/ Wed, 26 Jul 2017 15:50:09 +0100 /publication/smets2017bep/ <p>Report made in the context of the Bachelor End Project.</p>