Wang, Sherrie;Rußwurm, Marc;Körner, Marco;Lobell, David B.
Meta-Learning For Few-Shot Time Series Classification
IEEE International Geoscience and Remote Sensing Symposium (IGARSS)
2020

Kraft, Basil; Jung, Martin; Körner, Marco; Reichstein, Markus
Towards global hybrid hydrological modeling by fusing deep learning and a conceptual model
EGU General Assembly
2020

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
2020
8
3
76-89

Roschlaub, Robert
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

Li, Q.;Shi, Y.;Auer, S.;Roschlaub, R.;Möst, K.;Schmitt, M.;Zhu, X. X.
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

Shi, Yilei;Li, Qingyu;Zhu, Xiao Xiang
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

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
2020
58
11
7502-7519

Ali Khan, Saqib;Shi, Yilei;Shahzad, Muhammad;Xiang Zhu, Xiao
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

Li, Qingyu;Shi, Yilei;Auer, Stefan;Roschlaub, Robert;Möst, Karin;Schmitt, Michael;Glock, Clemens;Zhu, Xiaoxiang
Detection of Undocumented Building Constructions from Official Geodata Using a Convolutional Neural Network
Remote Sensing
2020
12
21
3537

Gisinger, C.;Eineder, M.;Brcic, R.;Balss, U.;Gruber, T.;Oikonomidou, X.;Heinze, M.
First Experiences with Active C-Band Radar Reflectors and Sentinel-1
IGARSS 2020 - 2020 IEEE International Geoscience and Remote Sensing Symposium
IEEE
2020