Patrick Helber
Patrick Helber
Researcher @NVIDIA AI Lab, German Research Center for Artificial Intelligence & Vision Impulse
Verified email at dfki.de
Title
Cited by
Cited by
Year
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
1452019
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
1072019
The multimedia satellite task at MediaEval 2018: Emergency response for flooding events
B Bischke, P Helber, Z Zhao, J De Bruijn, D Borth
Working Notes Proceedings of the MediaEval Workshop, MediaEval 2018, 1-3, 2018
75*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
442017
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
252018
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
142019
The multimedia satellite task at mediaeval 2019: Flood severity estimation
B Bischke, P Helber, E Basar, S Brugman, Z Zhao, K Pogorelov
Proc. of the MediaEval 2019 Workshop, 27-29, 2019
14*2019
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
82017
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
52018
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
32019
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
32018
Global-Local Feature Fusion for Image Classification of Flood Affected Roads from Social Multimedia.
B Bischke, P Helber, A Dengel
MediaEval, 2018
32018
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
22019
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
22018
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
12019
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
12019
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
12018
The multimedia satellite task at mediaeval 2017
B Benjamin, H Patrick, S Christian, S Venkat, D Andreas, B Damian
12017
Flood Severity Estimation from Online News Images and Multi-Temporal Satellite Images using Deep Neural Networks
B Bischke, S Brugman, P Helber
2019
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Articles 1–19