Matthias Weigand

Semantic segmentation of slums in satellite images using transfer learning on fully convolutional neural networks

Michael Wurm, Thomas Stark, Xiao Xiang Zhu et al. · ISPRS Journal of Photogrammetry and Remote Sensing · 2019 · 361 citations · Full text

Computing, Computer Science, Geoinformatics +17

Slum mapping in polarimetric SAR data using spatial features

Michael Wurm, Hannes Taubenböck, Matthias Weigand et al. · Remote Sensing of Environment · 2017 · 113 citations

Natural Sciences, Earth Sciences, Geoinformatics +12

Spatial and semantic effects of LUCAS samples on fully automated land use/land cover classification in high-resolution Sentinel-2 data

Matthias Weigand, Jeroen Staab, Michael Wurm et al. · International Journal of Applied Earth Observation and Geoinformation · 2020 · 111 citations · Full text

Computing, Earth Sciences, Geoinformatics +17

Remote Sensing in Environmental Justice Research—A Review

Matthias Weigand, Michael Wurm, Stefan Dech et al. · ISPRS International Journal of Geo-Information · 2019 · 78 citations · Full text

Social Sciences, Geography, Human Geography +16

Predicting traffic noise using land-use regression—a scalable approach

Jeroen Staab, Arthur Schady, Matthias Weigand et al. · Journal of Exposure Science & Environmental Epidemiology · 2021 · 40 citations · Full text

Computing, Physical Geography, Spatial Analysis +16