Benjamin Bischke
Orcid: 0000-0002-6473-3348
According to our database1,
Benjamin Bischke
authored at least 32 papers
between 2015 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
Machine Learning-Aided Disaster Response - Using Remotely Sensed Imagery and Social Multimedia.
PhD thesis, 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
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
2020
Revisiting Sequence-to-Sequence Video Object Segmentation with Multi-Task Loss and Skip-Memory.
Proceedings of the 25th International Conference on Pattern Recognition, 2020
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
Multi3Net: Segmenting Flooded Buildings via Fusion of Multiresolution, Multisensor, and Multitemporal Satellite Imagery.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 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
Multi<sup>3</sup>Net: Segmenting Flooded Buildings via Fusion of Multiresolution, Multisensor, and Multitemporal Satellite Imagery.
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
Sensing Room Occupancy Levels with Signal-to-Noise Ratio and Signal Phase and Multiple Antenna Configurations.
Proceedings of the 2018 IEEE SENSORS, New Delhi, India, October 28-31, 2018, 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
Proceedings of the 15th IEEE International Conference on Industrial Informatics, 2017
2016
Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016
Monitoring crowd condition in public spaces by tracking mobile consumer devices with wifi interface.
Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2016 ACM International Symposium on Wearable Computers, 2016
2015
Proceedings of the 2015 ACM International Symposium on Wearable Computers, 2015