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Meta-Learning For Few-Shot Time Series Classification
IEEE International Geoscience and Remote Sensing Symposium (IGARSS)
2020
Towards global hybrid hydrological modeling by fusing deep learning and a conceptual model
EGU General Assembly
2020
So2Sat LCZ42: A Benchmark Data Set for the Classification of Global Local Climate Zones [Software and Data Sets]
IEEE Geoscience and Remote Sensing Magazine
2020
8
3
76-89
KI-basierte Detektion von Gebäuden mittels Deep Learning und amtlichen Geodaten zur Baufallerkundung
zfv – Zeitschrift für Geodäsie, Geoinformation und Landmanagement
2020
3/2020
180-189
DETECTION OF UNDOCUMENTED BUILDINGS USING CONVOLUTIONAL NEURAL NETWORK AND OFFICIAL GEODATA
ISPRS Annals of Photogrammetry, Remote Sensing and Spatial Information Sciences
2020
V-2-2020
517-524
Building segmentation through a gated graph convolutional neural network with deep structured feature embedding
ISPRS Journal of Photogrammetry and Remote Sensing
2020
159
184-197
Building Footprint Generation by Integrating Convolution Neural Network With Feature Pairwise Conditional Random Field (FPCRF)
IEEE Transactions on Geoscience and Remote Sensing
2020
58
11
7502-7519
FGCN: Deep Feature-based Graph Convolutional Network for Semantic Segmentation of Urban 3D Point Clouds
2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)
IEEE
2020
Detection of Undocumented Building Constructions from Official Geodata Using a Convolutional Neural Network
Remote Sensing
2020
12
21
3537
First Experiences with Active C-Band Radar Reflectors and Sentinel-1
IGARSS 2020 - 2020 IEEE International Geoscience and Remote Sensing Symposium
IEEE
2020