359 citations · 774 across the 13 of their papers we have counts for
Showing 2018Show all
3 papers · 1 filter
cs.CV2018★ 2 cited
MultiNet: Segmenting Flooded Buildings via Fusion of Multiresolution, Multisensor, and Multitemporal Satellite Imagery
Tim G. J. Rudner, Marc Rußwurm, Jakub Fil +4
We propose a novel approach for rapid segmentation of flooded buildings by fusing multiresolution, multisensor, and multitemporal satellite imagery in a convolutional neural networ…
cs.CV2018★ 32 cited
Convolutional LSTMs for Cloud-Robust Segmentation of Remote Sensing Imagery
Marc Rußwurm, Marco Körner
Clouds frequently cover the Earth's surface and pose an omnipresent challenge to optical Earth observation methods. The vast majority of remote sensing approaches either selectivel…
cs.CV2018★ 288 cited
Multi-Temporal Land Cover Classification with Sequential Recurrent Encoders
Marc Rußwurm, Marco Körner
Earth observation (EO) sensors deliver data with daily or weekly temporal resolution. Most land use and land cover (LULC) approaches, however, expect cloud-free and mono-temporal o…