Marc Rußwurm

Tslearn, A Machine Learning Toolkit for Time Series Data

Romain Tavenard, Johann Faouzi, Gilles Vandewiele et al. · Socio-Environmental Systems Modeling · 2020 · 421 citations · Full text

Self-attention for raw optical Satellite Time Series Classification

Marc Rußwurm, Marco Körner · ISPRS Journal of Photogrammetry and Remote Sensing · 2020 · 312 citations · Full text

Engineering, Machine Learning, Data Science +8

Multi3Net: Segmenting Flooded Buildings via Fusion of Multiresolution, Multisensor, and Multitemporal Satellite Imagery

Tim G. J. Rudner, Marc Rußwurm, Jakub Fil et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2019 · 112 citations · Full text

Rapid Segmentation, Convolutional Neural Network, Engineering +19

MULTI-TEMPORAL LAND COVER CLASSIFICATION WITH LONG SHORT-TERM MEMORY NEURAL NETWORKS

Marc Rußwurm, Marco Körner · ˜The œinternational archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences · 2017 · 94 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +20

End-to-end learned early classification of time series for in-season crop type mapping

Marc Rußwurm, Nicolas Courty, Rémi Emonet et al. · ISPRS Journal of Photogrammetry and Remote Sensing · 2023 · 81 citations · Full text