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Dirk Norbert Baker
Dirk Norbert Baker
Other namesDirk Norbert Helmrich
Helmholtz-Centre for Environmental Research
Verified email at rwth-aachen.de - Homepage
Title
Cited by
Cited by
Year
Feature tracking by two-step optimization
A Schnorr, DN Helmrich, D Denker, TW Kuhlen, B Hentschel
IEEE Transactions on Visualization and Computer Graphics 26 (6), 2219-2233, 2018
222018
3D U-Net segmentation improves root system reconstruction from 3D MRI images in automated and manual virtual reality work flows
T Selzner, J Horn, M Landl, A Pohlmeier, D Helmrich, K Huber, ...
Plant Phenomics 5, 0076, 2023
142023
A scalable pipeline to create synthetic datasets from functional–structural plant models for deep learning
DN Baker, FM Bauer, M Giraud, A Schnepf, JH Göbbert, H Scharr, ...
in silico Plants 6 (1), diad022, 2023
112023
Root system architecture reorganization under decreasing soil phosphorus lowers root system conductance of Zea mays
FM Bauer, DN Baker, M Giraud, JC Baca Cabrera, J Vanderborght, ...
Annals of Botany 136 (5-6), 973-986, 2025
62025
Feature tracking utilizing a maximum-weight independent set problem
A Schnorr, DN Helmrich, H Childs, TW Kuhlen, B Hentschel
2019 IEEE 9th Symposium on Large Data Analysis and Visualization (LDAV), 6-15, 2019
42019
VRoot: An XR-Based Application for Manual Root System Architecture Reconstruction
DN Baker, T Selzner, JH Gobbert, H Scharr, M Riedel, EB Hvannberg, ...
bioRxiv, 2024.06. 13.598253, 2024
22024
In silico investigation on phosphorus efficiency of zea mays: An experimental whole plant model parametrization approach (2023)
FM Bauer, G Lobet, DN Helmrich, A Galinski, Z Kahlilova, L Zaner, ...
22023
Adapting Agricultural Virtual Environments in Game Engines to Improve HPC Accessibility
DN Baker, F Bauer, A Schnepf, H Scharr, M Riedel, JH Göbbert, ...
Nordic e-Infrastructure Collaboration Conference, 152-167, 2024
12024
Coupling of MRI and Modelling
T Selzner, D Baker, M Landl, D Leitner, G Lobet, A Schnepf
2025
Design and evaluation of data analysis and augmentation approaches for functional-structural plant models
DN Baker
University of Iceland, School of Engineering and Natural Sciences, Faculty …, 2025
2025
Virtual world coupling with photosynthesis evaluation for synthetic data production
DN Baker, M Giraud, JH Göbbert, H Scharr, M Riedel, EÞ Hvannberg, ...
in silico Plants 7 (2), diaf018, 2025
2025
Hands-On Plant Root System Reconstruction in Virtual Reality
DN Baker, T Selzner, JH Göbbert, H Scharr, M Riedel, EÞ Hvannberg, ...
Proceedings of the 30th ACM Symposium on Virtual Reality Software and …, 2024
2024
Performance Assessment of Diffusive Load Balancing for Distributed Particle Advection
AC Demiralp, DN Helmrich, J Protze, TW Kuhlen, T Gerrits
arXiv preprint arXiv:2208.07553, 2022
2022
Towards Large-Scale Rendering of Simulated Crops for Synthetic Ground Truth Generation on Modular Supercomputers
DN Helmrich, JH Göbbert, M Giraud, H Scharr, A Schnepf, M Riedel
arXiv preprint arXiv:2110.14946, 2021
2021
Interactive 3D-Visualization of Root System Architecture with Immersive Topology Correction
D Helmrich
Jülich Supercomputing Center, 2021
2021
Complexity Estimation for Feature Tracking Data
DN Helmrich, A Schnorr, TW Kuhlen, B Hentschel
2018 IEEE 8th Symposium on Large Data Analysis and Visualization (LDAV), 100-101, 2018
2018
Formal evaluation strategies for feature tracking
A Schnorr, S Freitag, D Helmrich, TW Kuhlen, B Hentschel
2016 IEEE 6th Symposium on Large Data Analysis and Visualization (LDAV), 103-104, 2016
2016
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Articles 1–17