Content available in repository
Content available in repository
UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. Our work contributes towards the following SDG(s):
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SDG 3 Good Health and Well-being
Fingerprint
Dive into the research topics where Geometric Learning & Differential Geometry is active. These topic labels come from the works of this organisation's members. Together they form a unique fingerprint.
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
Profiles
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Remco Duits
- Mathematics and Computer Science, Mathematical Image Analysis
- Mathematics and Computer Science, Center for Analysis, Scientific Computing and Applications - Full Professor
- EAISI Health - Full Professor
- EAISI Foundational - Full Professor
- Mathematics and Computer Science, Geometric Learning & Differential Geometry - Full Professor
Person: HGL : Professor, UHD : Associate Professor
Research output
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Connected Components on Lie Groups and Applications to Multi-Orientation Image Analysis
van den Berg, N. J. (Corresponding author), Mula, O., Vis, L. & Duits, R., Apr 2026, In: Journal of Mathematical Imaging and Vision. 68, 2, p. 11 37 p., 11.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile7 Downloads (Pure) -
Diffusion-Shock PDEs for Deep Learning on Position-Orientation Space
Sherry, F. M. (Corresponding author), Schaefer, K. & Duits, R., Jun 2026, In: Journal of Mathematical Imaging and Vision. 68, 3, 27 p., 17.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile4 Downloads (Pure) -
Generalized Reduction to the Isotropy for Flexible Equivariant Neural Fields
García-Castellanos, A., Bellaard, G., Duits, R., Pelt, D. & Bekkers, E. J., 1 Mar 2026, In: arXiv.Research output: Contribution to journal › Article › Academic
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Datasets
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Cracks in Steel Bridges (CSB) dataset: data underlying the publication: Loss function inversion for improved crack segmentation in steel bridges using a CNN framework
Kompanets, A. (Creator), Leonetti, D. (Creator), Duits, R. (Creator) & Snijder, H. H. (Creator), Eindhoven University of Technology, 16 Apr 2024
DOI: 10.4121/6162a9b6-2a20-4600-8207-e9dcd53a264a.v3
Dataset
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Cracks in Steel Bridges (CSB) dataset: data underlying the publication: Deep Learning for Segmentation of Cracks in High-Resolution Images of Steel Bridges
Kompanets, A. (Creator), Leonetti, D. (Creator), Duits, R. (Creator) & Snijder, B. (Creator), 4TU.Centre for Research Data, 30 Sept 2024
DOI: 10.4121/6162a9b6-2a20-4600-8207-e9dcd53a264a.v2
Dataset
Prizes
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Geometric Learning for Medical Image Analysis
Duits, R. (Recipient), 24 Apr 2021
Prize: NWO › Vici › Scientific
Activities
- 1 Invited talk
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Geometric Deep Learning
Smets, B. M. N. (Speaker)
21 Sept 2022Activity: Talk or presentation types › Invited talk › Scientific
Press/Media
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Follow what's happening at TU/e Research Day 2023 and celebrate science!
IJsselsteijn, W. A., Raz, O., Liu, D., Fitzgerald, B., Bakkers, E. P. A. M. & van den Berg, N. J.
8/06/23
1 item of Media coverage
Press/Media: Expert Comment
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Workshop Machine Learning and Computational Science & Engineering
7/05/22
1 item of Media coverage
Press/Media: Expert Comment
Student theses
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Alternative Semirings
Donker, P. D. (Author), Duits, R. (Supervisor 1), 15 Dec 2023Student thesis: Master
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Analysis and Approximation of Riemannian Distances on the 5D Homogeneous Space of 3D Positions and Orientations
Linders, A. (Author), Duits, R. (Supervisor 1), 28 Aug 2025Student thesis: Master
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Analysis and Geometric Interpretation of PDE-G-CNNs
Bon, D. L. J. (Author), Duits, R. (Supervisor 1) & Bellaard, G. (Supervisor 2), 19 Jul 2022Student thesis: Master
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