Johannes Leonhardt

Publication Activity (10 Years)

Years Active: 2022-2023
Publications (10 Years): 5

Top Topics

Machine Learning

Satellite Imagery

Causal Networks

Land Cover Classification

Top Venues

Frontiers Artif. Intell.

Publications

Timo T. Stomberg, Johannes Leonhardt, Immanuel Weber, Ribana Roscher
Recognizing protected and anthropogenic patterns in landscapes using interpretable machine learning and satellite imagery. Frontiers Artif. Intell. 6 (2023)
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)
Johannes Leonhardt, Lukas Drees, Peter Jung, Ribana Roscher
Probabilistic Biomass Estimation with Conditional Generative Adversarial Networks. GCPR (2022)
Timo T. Stomberg, Taylor Stone, Johannes Leonhardt, Ribana Roscher
Exploring Wilderness Using Explainable Machine Learning in Satellite Imagery. CoRR (2022)