Lukas Drees

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 11

Top Topics

Image Generation

Top Venues

Comput. Electron. Agric.

Publications

Johannes Leonhardt, Lukas Drees, Jürgen Gall, Ribana Roscher
Leveraging Bioclimatic Context for Supervised and Self-supervised Land Cover Classification. DAGM (2023)
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 (2023)
Lukas Drees, Immanuel Weber, Marc Rußwurm, Ribana Roscher
Time Dependent Image Generation of Plants from Incomplete Sequences with CNN-Transformer. GCPR (2022)
Johannes Leonhardt, Lukas Drees, Peter Jung, Ribana Roscher
Probabilistic Biomass Estimation with Conditional Generative Adversarial Networks. GCPR (2022)
Miro Miranda, Lukas Drees, Ribana Roscher
Controlled Multi-modal Image Generation for Plant Growth Modeling. ICPR (2022)
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 (2022)
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 (2021)
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 (2021)
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 (2021)
Lukas Drees, Ribana Roscher, Susanne Wenzel
Archetypal Analysis for Sparse Representation-based Hyperspectral Sub-pixel Quantification. CoRR (2018)
Ribana Roscher, Lukas Drees, Susanne Wenzel
Sparse representation-based archetypal graphs for spectral clustering. IGARSS (2017)