Information and knowledge from remote sensing data
Satellite- and Airplane-based Earth Observation
Synthetic Aperture Radar (SAR) and SAR Interferometry
High Resolution Optical Image Interpretation
Hyperspectral Earth Observation
Estimation Theory
Sparse Reconstruction and Compressive Sensing
3D Reconstruction
4D Motion Detection
Data Fusion
Computer Vision
Machine Learning
Deep Learning
Recent Publications
Rußwurm, Marc; Körner, Marco: Self-attention for raw optical Satellite Time Series Classification. ISPRS Journal of Photogrammetry and Remote Sensing 169, 2020, 421-435 more…
Zhu, Xiao Xiang; Hu, Jingliang; Qiu, Chunping; Shi, Yilei; Kang, Jian; Mou, Lichao; Bagheri, Hossein; Haberle, Matthias; Hua, Yuansheng; Huang, Rong; Hughes, Lloyd; Li, Hao; Sun, Yao; Zhang, Guichen; Han, Shiyao; Schmitt, Michael; Wang, Yuanyuan: So2Sat LCZ42: A Benchmark Data Set for the Classification of Global Local Climate Zones [Software and Data Sets]. IEEE Geoscience and Remote Sensing Magazine 8 (3), 2020, 76-89 more…
Li, Qingyu; Shi, Yilei; Huang, Xin; Zhu, Xiao Xiang: Building Footprint Generation by Integrating Convolution Neural Network With Feature Pairwise Conditional Random Field (FPCRF). IEEE Transactions on Geoscience and Remote Sensing 58 (11), 2020, 7502-7519 more…
Shi, Yilei; Bamler, Richard; Wang, Yuanyuan; Zhu, Xiao Xiang: SAR Tomography at the Limit: Building Height Reconstruction Using Only 3–5 TanDEM-X Bistatic Interferograms. IEEE Transactions on Geoscience and Remote Sensing 58 (11), 2020, 8026-8037 more…
Roschlaub, Robert: KI-basierte Detektion von Gebäuden mittels Deep Learning und amtlichen Geodaten zur Baufallerkundung. zfv – Zeitschrift für Geodäsie, Geoinformation und Landmanagement (3/2020), 2020, 180-189 more…
