| EuroSAT: A novel dataset and deep learning benchmark for land use and land cover classification P Helber, B Bischke, A Dengel, D Borth IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2019 | 410 | 2019 |
| Multi-task learning for segmentation of building footprints with deep neural networks B Bischke, P Helber, J Folz, D Borth, A Dengel IEEE International Conference on Image Processing (ICIP) 2019, 1480-1484, 2019 | 188 | 2019 |
| The Multimedia Satellite Task at MediaEval 2017. B Bischke, P Helber, C Schulze, V Srinivasan, A Dengel, D Borth MediaEval, 2017 | 89 | 2017 |
| Introducing EuroSAT: a novel dataset and deep learning benchmark for land use and land cover classification P Helber, B Bischke, A Dengel, D Borth IEEE International Geoscience and Remote Sensing Symposium (IGARSS) 2018 …, 2018 | 66 | 2018 |
| Detection of Flooding Events in Social Multimedia and Satellite Imagery using Deep Neural Networks. B Bischke, P Bhardwaj, A Gautam, P Helber, D Borth, A Dengel MediaEval, 2017 | 63 | 2017 |
| Mapping Informal Settlements in Developing Countries using Machine Learning and Low Resolution Multi-spectral Data B Gram-Hansen, P Helber, I Varatharajan, F Azam, A Coca-Castro, ... Proceedings of the 2019 AAAI/ACM Conference on AI, Ethics, and Society, 2019 | 28 | 2019 |
| The multimedia satellite task at MediaEval 2019 B Bischke, P Helber, S Brugman, E Basar, Z Zhao, M Larson, K Pogorelov Proc. of the MediaEval 2019 Workshop, 2019 | 17 | 2019 |
| Overcoming missing and incomplete modalities with generative adversarial networks for building footprint segmentation B Bischke, P Helber, F Koenig, D Borth, A Dengel International Conference on Content-Based Multimedia Indexing (CBMI) 2018, 1-6, 2018 | 13 | 2018 |
| Segmentation of Imbalanced Classes in Satellite Imagery using Adaptive Uncertainty Weighted Class Loss B Bischke, P Helber, D Borth, A Dengel IEEE International Geoscience and Remote Sensing Symposium (IGARSS) 2018 …, 2018 | 12 | 2018 |
| Multi-task learning for segmentation of building footprints with deep neural networks. arXiv 2017 B Bischke, P Helber, J Folz, D Borth, A Dengel arXiv preprint arXiv:1709.05932, 2017 | 10 | 2017 |
| The multimedia satellite task at mediaeval 2018: Emergency response for flooding events B Benjamin, H Patrick, Z Zhengyu, B Damian | 9 | 2018 |
| The Multimedia Satellite Task at MediaEval 2019: Estimation of Flood Severity B Bischke, P Helber, S Brugman, E Basar, Z Zhao, M Larson, K Pogorelov Proc. of the MediaEval 2019 Workshop (Oct. 27-29, 2019). Sophia Antipolis …, 2019 | 8 | 2019 |
| Towards a sentinel-2 based human settlement layer P Helber, B Bischke, J Hees, A Dengel IEEE International Geoscience and Remote Sensing Symposium (IGARSS) 2019 …, 2019 | 7 | 2019 |
| Mapping Informal Settlements in Developing Countries with Multi-resolution, Multi-spectral Data P Helber, B Gram-Hansen, I Varatharajan, F Azam, A Coca-Castro, ... International Conference on Learning Representations (ICLR) 2019 AI for …, 2018 | 6 | 2018 |
| Multi-task learning for segmentation of building footprints with deep neural networks B Benjamin, H Patrick, F Joachim, D Andreas, B Damian International Conference of Representation Learning (ICLR)-AI for Social …, 2019 | 4 | 2019 |
| Global-Local Feature Fusion for Image Classification of Flood Affected Roads from Social Multimedia. B Bischke, P Helber, A Dengel MediaEval, 2018 | 4 | 2018 |
| Generating Material Maps to Map Informal Settlements P Helber, B Gram-Hansen, I Varatharajan, F Azam, A Coca-Castro, ... Neural Information Processing Systems (NeurIPS) 2018 Machine Learning for …, 2018 | 3 | 2018 |
| Multi-Scale Machine Learning for the Classification of Building Property Values P Helber, B Bischke, Q Guo, J Hees, A Dengel IEEE International Geoscience and Remote Sensing Symposium (IGARSS) 2019 …, 2019 | 1 | 2019 |
| Location-specific embedding learning for the semantic segmentation of building footprints on a global scale B Bischke, P Helber, J Hees, A Dengel IEEE International Geoscience and Remote Sensing Symposium (IGARSS) 2019 …, 2019 | 1 | 2019 |
| RapidAI4EO: A Corpus for Higher Spatial and Temporal Reasoning G Marchisio, P Helber, B Bischke, T Davis, C Senaras, D Zanaga, ... 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS, 1161 …, 2021 | | 2021 |
Benjamin BischkeResearcher NVIDIA AI Lab, German Research Center for Artificial Intelligence, Vision ImpulseVerified email at dfki.de
