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2020 – today
- 2023
[c5]Johannes Leonhardt
, Lukas Drees, Jürgen Gall, Ribana Roscher:
Leveraging Bioclimatic Context for Supervised and Self-supervised Land Cover Classification. DAGM 2023: 227-242- [i4]Lukas Drees, Dereje T. Demie, Madhuri R. Paul, Johannes Leonhardt, Sabine J. Seidel, Thomas F. Döring, Ribana Roscher:
Data-driven Crop Growth Simulation on Time-varying Generated Images using Multi-conditional Generative Adversarial Networks. CoRR abs/2312.03443 (2023) - 2022
- [j2]Jana Kierdorf, Immanuel Weber, Anna Kicherer, Laura Zabawa, Lukas Drees, Ribana Roscher:
Behind the Leaves: Estimation of Occluded Grapevine Berries With Conditional Generative Adversarial Networks. Frontiers Artif. Intell. 5: 830026 (2022) - [c4]Johannes Leonhardt, Lukas Drees, Peter Jung, Ribana Roscher:
Probabilistic Biomass Estimation with Conditional Generative Adversarial Networks. GCPR 2022: 479-494 - [c3]Lukas Drees, Immanuel Weber, Marc Rußwurm, Ribana Roscher:
Time Dependent Image Generation of Plants from Incomplete Sequences with CNN-Transformer. GCPR 2022: 495-510 - [c2]Miro Miranda, Lukas Drees, Ribana Roscher:
Controlled Multi-modal Image Generation for Plant Growth Modeling. ICPR 2022: 5118-5124 - 2021
- [j1]Lukas Drees, Laura Verena Junker-Frohn, Jana Kierdorf, Ribana Roscher:
Temporal prediction and evaluation of Brassica growth in the field using conditional generative adversarial networks. Comput. Electron. Agric. 190: 106415 (2021) - [i3]Lukas Drees, Laura Verena Junker-Frohn, Jana Kierdorf, Ribana Roscher:
Temporal Prediction and Evaluation of Brassica Growth in the Field using Conditional Generative Adversarial Networks. CoRR abs/2105.07789 (2021) - [i2]Jana Kierdorf, Immanuel Weber, Anna Kicherer, Laura Zabawa, Lukas Drees, Ribana Roscher:
Behind the leaves - Estimation of occluded grapevine berries with conditional generative adversarial networks. CoRR abs/2105.10325 (2021)
2010 – 2019
- 2018
- [i1]Lukas Drees, Ribana Roscher, Susanne Wenzel:
Archetypal Analysis for Sparse Representation-based Hyperspectral Sub-pixel Quantification. CoRR abs/1802.02813 (2018) - 2017
- [c1]Ribana Roscher, Lukas Drees, Susanne Wenzel:
Sparse representation-based archetypal graphs for spectral clustering. IGARSS 2017: 2203-2206
Coauthor Index
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