Lukas Drees

According to our database, Lukas Drees authored at least 10 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Investigating the contribution of image time series observations to cauliflower harvest-readiness prediction.

Jana Kierdorf, Timo T. Stomberg, Lukas Drees, Uwe Rascher, Ribana Roscher

Frontiers Artif. Intell., 2024

2023

Data-driven Crop Growth Simulation on Time-varying Generated Images using Multi-conditional Generative Adversarial Networks.

Lukas Drees, Dereje T. Demie, Madhuri R. Paul, Johannes Leonhardt, Sabine J. Seidel, Thomas F. Döring, Ribana Roscher

CoRR, 2023

Leveraging Bioclimatic Context for Supervised and Self-supervised Land Cover Classification.

Johannes Leonhardt, Lukas Drees, Jürgen Gall, Ribana Roscher

Proceedings of the Pattern Recognition - 45th DAGM German Conference, 2023

2022

Behind the Leaves: Estimation of Occluded Grapevine Berries With Conditional Generative Adversarial Networks.

Jana Kierdorf, Immanuel Weber, Anna Kicherer, Laura Zabawa, Lukas Drees, Ribana Roscher

Frontiers Artif. Intell., 2022

Controlled Multi-modal Image Generation for Plant Growth Modeling.

Miro Miranda, Lukas Drees, Ribana Roscher

Proceedings of the 26th International Conference on Pattern Recognition, 2022

Probabilistic Biomass Estimation with Conditional Generative Adversarial Networks.

Johannes Leonhardt, Lukas Drees, Peter Jung, Ribana Roscher

Proceedings of the Pattern Recognition, 2022

Time Dependent Image Generation of Plants from Incomplete Sequences with CNN-Transformer.

Lukas Drees, Immanuel Weber, Marc Rußwurm, Ribana Roscher

Proceedings of the Pattern Recognition, 2022

2021

Temporal prediction and evaluation of Brassica growth in the field using conditional generative adversarial networks.

Lukas Drees, Laura Verena Junker-Frohn, Jana Kierdorf, Ribana Roscher

Comput. Electron. Agric., 2021

2018

Archetypal Analysis for Sparse Representation-based Hyperspectral Sub-pixel Quantification.

Lukas Drees, Ribana Roscher, Susanne Wenzel

CoRR, 2018

2017

Sparse representation-based archetypal graphs for spectral clustering.

Ribana Roscher, Lukas Drees, Susanne Wenzel

Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017