Optimal scan planning with enforced network connectivity for the acquisition of three-dimensional indoor models Y Dehbi, J Leonhardt, J Oehrlein, JH Haunert ISPRS Journal of Photogrammetry and Remote Sensing 180, 103-116, 2021 | 21 | 2021 |
Exploring wilderness using explainable machine learning in satellite imagery TT Stomberg, T Stone, J Leonhardt, R Roscher arXiv preprint arXiv 2203, 2022 | 11* | 2022 |
Recognizing protected and anthropogenic patterns in landscapes using interpretable machine learning and satellite imagery TT Stomberg, J Leonhardt, I Weber, R Roscher Frontiers in Artificial Intelligence 6, 2023 | 1 | 2023 |
Probabilistic Biomass Estimation with Conditional Generative Adversarial Networks J Leonhardt, L Drees, P Jung, R Roscher DAGM German Conference on Pattern Recognition, 479-494, 2022 | 1 | 2022 |
Data-driven Crop Growth Simulation on Time-varying Generated Images using Multi-conditional Generative Adversarial Networks L Drees, DT Demie, MR Paul, J Leonhardt, SJ Seidel, TF Döring, ... arXiv preprint arXiv:2312.03443, 2023 | | 2023 |
Leveraging Bioclimatic Context for Supervised and Self-supervised Land Cover Classification J Leonhardt, L Drees, J Gall, R Roscher DAGM German Conference on Pattern Recognition, 227-242, 2023 | | 2023 |
SPARSELY LABELED LAND COVER CLASSIFICATION WITH OVERSEGMENTATION-BASED GRAPH UNets J Leonhardt, R Roscher | | |