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Hao Li
Hao Li
Technische Universität München, Professorship of Big Geospatial Data Management
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Jahr
Cross-city matters: A multimodal remote sensing benchmark dataset for cross-city semantic segmentation using high-resolution domain adaptation networks
D Hong, B Zhang, H Li, Y Li, J Yao, C Li, M Werner, J Chanussot, A Zipf, ...
Remote Sensing of Environment 299, 113856, 2023
972023
So2Sat LCZ42: A benchmark data set for the classification of global local climate zones [Software and Data Sets]
XX Zhu, J Hu, C Qiu, Y Shi, J Kang, L Mou, H Bagheri, M Haberle, Y Hua, ...
IEEE Geoscience and Remote Sensing Magazine 8 (3), 76-89, 2020
912020
Hyperspectral and LiDAR Fusion Using Deep Three-Stream Convolutional Neural Networks
H Li, P Ghamisi, U Soergel, XX Zhu
Remote Sensing 10 (10), 1649, 2018
762018
SpectralGPT: Spectral Foundation Model
D Hong, B Zhang, X Li, Y Li, C Li, J Yao, N Yokoya, H Li, P Ghamisi, X Jia, ...
arXiv preprint arXiv:2311.07113, 2023
612023
Mapping human settlements with higher accuracy and less volunteer efforts by combining crowdsourcing and deep learning
B Herfort, H Li, S Fendrich, S Lautenbach, A Zipf
Remote Sensing 11 (15), 1799, 2019
572019
Exploration of OpenStreetMap missing built-up areas using twitter hierarchical clustering and deep learning in Mozambique
H Li, B Herfort, W Huang, M Zia, A Zipf
ISPRS Journal of Photogrammetry and Remote Sensing 166, 41-51, 2020
312020
Automatic mapping of national surface water with OpenStreetMap and Sentinel-2 MSI data using deep learning
H Li, J Zech, C Ludwig, S Fendrich, A Shapiro, M Schultz, A Zipf
International Journal of Applied Earth Observation and Geoinformation 104 …, 2021
252021
Improving OpenStreetMap missing building detection using few‐shot transfer learning in sub‐Saharan Africa
H Li, B Herfort, S Lautenbach, J Chen, A Zipf
Transactions in GIS 26 (8), 3125-3146, 2022
212022
Leveraging OpenStreetMap and Multimodal Remote Sensing Data with Joint Deep Learning for Wastewater Treatment Plants Detection
H Li, J Zech, D Hong, P Ghamisi, M Schultz, A Zipf
International Journal of Applied Earth Observation and Geoinformation 110, 2022
202022
A Multi-Sensor Fusion Framework Based on Coupled Residual Convolutional Neural Networks
H Li, G Pedram, ZW Behnood Rasti, A Shapiro, AZ Michael Schultz
Remote Sensing 12 (12), 2067, 2020
202020
Location reference recognition from texts: A survey and comparison
X Hu, Z Zhou, H Li, Y Hu, F Gu, J Kersten, H Fan, F Klan
ACM Computing Surveys, 2023
182023
Understanding spatiotemporal trip purposes of urban micro-mobility from the lens of dockless e-scooter sharing
H Li, Z Yuan, T Novack, W Huang, A Zipf
Computers, Environment and Urban Systems 96, 101848, 2022
172022
From Historical OpenStreetMap data to customized training samples for geospatial machine learning
Z Wu, H Li, A Zipf
Proceedings of the Academic Track at the State of the Map 2020 Online Conference, 2020
132020
Estimating OpenStreetMap Missing Built-up Areas using Pre-trained Deep Neural Networks
H Li, B Herfort, A Zipf
The 22nd AGILE Conference on Geo-information Science. Cyprus University of …, 2019
92019
Detecting OpenStreetMap missing buildings by transferring pre-trained deep neural networks
J Pisla, H Li, S Lautenbach, B Herfort, A Zipf
AGILE 2021, 2021
52021
Remote sensing and deep learning for sustainable mining
P Ghamisi, H Li, R Jackisch, B Rasti, R Gloaguen
IGARSS 2020-2020 IEEE International Geoscience and Remote Sensing Symposium …, 2020
52020
So2Sat LCZ42: A Benchmark Data Set for the Classification of Global Local Climate Zones [software and data set], IEEE Geoscience and Remote Sensing Magazine, 8, 76–89
XX Zhu, J Hu, C Qiu, Y Shi, J Kang, L Mou, H Bagheri, M Haberle, Y Hua, ...
52020
So2sat lcz42
X Zhu, J Hu, C Qiu, Y Shi, H Bagheri, J Kang, H Li, L Mou, G Zhang, ...
Technical University of Munich, 2018
52018
AtlasHDF: an efficient big data framework for GeoAI
M Werner, H Li
Proceedings of the 10th ACM SIGSPATIAL International Workshop on Analytics …, 2022
42022
Rethink Geographical Generalizability with Unsupervised Self-Attention Model Ensemble: A Case Study of OpenStreetMap Missing Building Detection in Africa
H Li, J Wang, JM Zollner, G Mai, N Lao, M Werner
Proceedings of the 31st ACM International Conference on Advances in …, 2023
32023
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