Patrick Helber
Orcid: 0000-0001-8454-4301
According to our database1,
Patrick Helber
authored at least 27 papers
between 2017 and 2024.
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Bibliography
2024
Adaptive Fusion of Multi-view Remote Sensing data for Optimal Sub-field Crop Yield Prediction.
CoRR, 2024
2023
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
Predicting Crop Yield with Machine Learning: An Extensive Analysis of Input Modalities and Models on a Field and Sub-Field Level.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
Feature Attribution Methods for Multivariate Time-Series Explainability in Remote Sensing.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
Crop Yield Prediction: An Operational Approach to Crop Yield Modeling on Field and Subfield Level with Machine Learning Models.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
2022
Rapidai4Eo: Mono-and Multi-Temporal Deep Learning Models for Updating the Corine land Cover Product.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
2021
PhD thesis, 2021
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
2019
EuroSAT: A Novel Dataset and Deep Learning Benchmark for Land Use and Land Cover Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019
Proceedings of the Working Notes Proceedings of the MediaEval 2019 Workshop, 2019
Flood Severity Estimation from Online News Images and Multi-Temporal Satellite Images Using Deep Neural Networks.
Proceedings of the Working Notes Proceedings of the MediaEval 2019 Workshop, 2019
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
Location-Specific Embedding Learning for the Semantic Segmentation of Building Footprints on a Global Scale.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
Multi-Task Learning for Segmentation of Building Footprints with Deep Neural Networks.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019
Mapping Informal Settlements in Developing Countries using Machine Learning and Low Resolution Multi-spectral Data.
Proceedings of the 2019 AAAI/ACM Conference on AI, Ethics, and Society, 2019
2018
EuroSAT: A Novel Dataset and Deep Learning Benchmark for Land Use and Land Cover Classification.
Dataset, July, 2018
EuroSAT: A Novel Dataset and Deep Learning Benchmark for Land Use and Land Cover Classification.
Dataset, July, 2018
Mapping Informal Settlements in Developing Countries with Multi-resolution, Multi-spectral Data.
CoRR, 2018
Proceedings of the Working Notes Proceedings of the MediaEval 2018 Workshop, 2018
Global-Local Feature Fusion for Image Classification of Flood Affected Roads from Social Multimedia.
Proceedings of the Working Notes Proceedings of the MediaEval 2018 Workshop, 2018
Introducing Eurosat: A Novel Dataset and Deep Learning Benchmark for Land Use and Land Cover Classification.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
Segmentation of Imbalanced Classes in Satellite Imagery using Adaptive Uncertainty Weighted Class Loss.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
Overcoming Missing and Incomplete Modalities with Generative Adversarial Networks for Building Footprint Segmentation.
Proceedings of the 2018 International Conference on Content-Based Multimedia Indexing, 2018
2017
Proceedings of the Working Notes Proceedings of the MediaEval 2017 Workshop co-located with the Conference and Labs of the Evaluation Forum (CLEF 2017), 2017
Detection of Flooding Events in Social Multimedia and Satellite Imagery using Deep Neural Networks.
Proceedings of the Working Notes Proceedings of the MediaEval 2017 Workshop co-located with the Conference and Labs of the Evaluation Forum (CLEF 2017), 2017