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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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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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Gijs Bellaard
- Mathematics and Computer Science, Geometric Learning & Differential Geometry - Doctoral Candidate
Person: Prom. : doctoral candidate (PhD)
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Nicky J. van den Berg
- Mathematics and Computer Science, Geometric Learning & Differential Geometry - Doctoral Candidate
Person: Prom. : doctoral candidate (PhD)
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Remco Duits
- Mathematics and Computer Science, Mathematical Image Analysis
- Mathematics and Computer Science, Center for Analysis, Scientific Computing and Applications - Associate Professor
- EAISI Health - Associate Professor
- EAISI Foundational - Associate Professor
- Mathematics and Computer Science, Geometric Learning & Differential Geometry - Associate Professor
Person: UHD : Associate Professor
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Geodesic Tracking via New Data-Driven Connections of Cartan Type for Vascular Tree Tracking
van den Berg, N. J. (Corresponding author), Smets, B. M. N., Pai, G., Mirebeau, J.-M. & Duits, R., Apr 2024, In: Journal of Mathematical Imaging and Vision. 66, 2, p. 198-230 33 p.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile30 Downloads (Pure) -
Geometric Partial Differential Equations in Deep Learning and Image Processing
Smets, B. M. N., 20 Sept 2024, (Accepted/In press) Eindhoven: Eindhoven University of Technology. 274 p.Research output: Thesis › Phd Thesis 1 (Research TU/e / Graduation TU/e)
Open AccessFile -
Analysis of (sub-)Riemannian PDE-G-CNNs
Bellaard, G. (Corresponding author), Bon, D. L. J., Pai, G., Smets, B. M. N. & Duits, R., Dec 2023, In: Journal of Mathematical Imaging and Vision. 65, 6, p. 819-843 25 p.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile2 Citations (Scopus)39 Downloads (Pure)
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 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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Axiomatic PDE-G-CNN on SE(2)
Sakata, S. (Author), Duits, R. (Supervisor 1) & Bellaard, G. (Supervisor 2), 30 Nov 2023Student thesis: Master
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