| SpectralGPT: Spectral remote sensing foundation model D Hong, B Zhang, X Li, Y Li, C Li, J Yao, N Yokoya, H Li, P Ghamisi, X Jia, ... IEEE Transactions on Pattern Analysis and Machine Intelligence, 2024 | 375 | 2024 |
| 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 | 274 | 2023 |
| 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 | 120 | 2020 |
| 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 | 92 | 2018 |
| 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 | 63 | 2019 |
| 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 | 46 | 2023 |
| 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 | 35 | 2020 |
| 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 | 33 | 2021 |
| 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 | 27 | 2022 |
| 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 | 27 | 2022 |
| 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 | 25 | 2022 |
| 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 | 25 | 2020 |
| 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 | 14 | 2020 |
| 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 | 10 | 2019 |
| Efficiency and equality of the multimodal travel between public transit and bike-sharing accounting for multiscale Z Liu, C Fang, H Li, J Wu, L Zhou, M Werner Sustainable Cities and Society 101, 105096, 2024 | 9 | 2024 |
| 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 | 8 | 2023 |
| Detecting OpenStreetMap missing buildings by transferring pre-trained deep neural networks J Pisla, H Li, S Lautenbach, B Herfort, A Zipf AGILE 2021, 2021 | 6 | 2021 |
| 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, ... | 6 | 2020 |
| 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 | 5 | 2020 |
| Semi-supervised Learning from Street-View Images and OpenStreetMap for Automatic Building Height Estimation H Li, Z Yuan, G Dax, G Kong, H Fan, A Zipf, M Werner 12th International Conference on Geographic Information Science (GIScience …, 2023 | 4 | 2023 |
Alexander ZipfHeidelberg University, Chair of GIScience, HeiGIT Heidelberg Institute for Geoinformation TechnologyVerified email at uni-heidelberg.de
