Benjamin Bischke

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 35

Top Topics

Top Venues

Publications

Francisco Mena, Deepak Pathak, Hiba Najjar, Cristhian Sanchez, Patrick Helber, Benjamin Bischke, Peter Habelitz, Miro Miranda, Jayanth Siddamsetty, Marlon Nuske, Marcela Charfuelan, Diego Arenas, Michaela Vollmer, Andreas Dengel
Adaptive Fusion of Multi-view Remote Sensing data for Optimal Sub-field Crop Yield Prediction. CoRR (2024)
Hiba Najjar, Patrick Helber, Benjamin Bischke, Peter Habelitz, Cristhian Sanchez, Francisco Mena, Miro Miranda, Deepak Pathak, Jayanth Siddamsetty, Diego Arenas, Michaela Vollmer, Marcela Charfuelan, Marlon Nuske, Andreas Dengel
Feature Attribution Methods for Multivariate Time-Series Explainability in Remote Sensing. IGARSS (2023)
Deepak Pathak, Miro Miranda, Francisco Mena, Cristhian Sanchez, Patrick Helber, Benjamin Bischke, Peter Habelitz, Hiba Najjar, Jayanth Siddamsetty, Diego Arenas, Michaela Vollmer, Marcela Charfuelan, Marlon Nuske, Andreas Dengel
Predicting Crop Yield With Machine Learning: An Extensive Analysis Of Input Modalities And Models On a Field and sub-field Level. CoRR (2023)
Cristhian Sanchez, Deepak Pathak, Miro Miranda, Marcela Charfuelan, Patrick Helber, Marlon Nuske, Benjamin Bischke, Peter Habelitz, Nafisur Rahman, Francisco Mena, Hiba Najjar, Jayanth Siddamsetty, Diego Arenas, Michaela Vollmer, Andreas Dengel
Influence of Data Cleaning Techniques on Sub-Field Yield Predictions. IGARSS (2023)
Deepak Pathak, Miro Miranda, Francisco Mena, Cristhian Sanchez, Patrick Helber, Benjamin Bischke, Peter Habelitz, Hiba Najjar, Jayanth Siddamsetty, Diego Arenas, Michaela Vollmer, Marcela Charfuelan, Marlon Nuske, Andreas Dengel
Predicting Crop Yield with Machine Learning: An Extensive Analysis of Input Modalities and Models on a Field and Sub-Field Level. IGARSS (2023)
Patrick Helber, Benjamin Bischke, Peter Habelitz, Cristhian Sanchez, Deepak Pathak, Miro Miranda, Hiba Najjar, Francisco Mena, Jayanth Siddamsetty, Diego Arenas, Michaela Vollmer, Marcela Charfuelan, Marlon Nuske, Andreas Dengel
Crop Yield Prediction: An Operational Approach to Crop Yield Modeling on Field and Subfield Level with Machine Learning Models. IGARSS (2023)
Priyash Bhugra, Benjamin Bischke, Christoph Werner, Robert Syrnicki, Carolin Packbier, Patrick Helber, Çaglar Senaras, Akhil Singh Rana, Tim Davis, Wanda De Keersmaecker, Daniele Zanaga, Annett Wania, Ruben Van De Kerchove, Giovanni Marchisio
Rapidai4Eo: Mono-and Multi-Temporal Deep Learning Models for Updating the Corine land Cover Product. IGARSS (2022)
Priyash Bhugra, Benjamin Bischke, Christoph Werner, Robert Syrnicki, Carolin Packbier, Patrick Helber, Çaglar Senaras, Akhil Singh Rana, Tim Davis, Wanda De Keersmaecker, Daniele Zanaga, Annett Wania, Ruben Van De Kerchove, Giovanni Marchisio
RapidAI4EO: Mono- and Multi-temporal Deep Learning models for Updating the CORINE Land Cover Product. CoRR (2022)
Giovanni Marchisio, Patrick Helber, Benjamin Bischke, Timothy Davis, Çaglar Senaras, Daniele Zanaga, Ruben Van De Kerchove, Annett Wania
RapidAI4EO: A Corpus for Higher Spatial and Temporal Reasoning. CoRR (2021)
Giovanni Marchisio, Patrick Helber, Benjamin Bischke, Timothy Davis, Çaglar Senaras, Daniele Zanaga, Ruben Van De Kerchove, Annett Wania
RapidAI4EO: A Corpus for Higher Spatial and Temporal Reasoning. IGARSS (2021)
Fatemeh Azimi, Benjamin Bischke, Sebastian Palacio, Federico Raue, Jörn Hees, Andreas Dengel
Revisiting Sequence-to-Sequence Video Object Segmentation with Multi-Task Loss and Skip-Memory. CoRR (2020)
Fatemeh Azimi, Benjamin Bischke, Sebastian Palacio, Federico Raue, Jörn Hees, Andreas Dengel
Revisiting Sequence-to-Sequence Video Object Segmentation with Multi-Task Loss and Skip-Memory. ICPR (2020)
Benjamin Bischke, Patrick Helber, Simon Brugman, Erkan Basar, Zhengyu Zhao, Martha A. Larson, Konstantin Pogorelov
The Multimedia Satellite Task at MediaEval 2019. MediaEval (2019)
Benjamin Bischke, Patrick Helber, Jörn Hees, Andreas Dengel
Location-Specific Embedding Learning for the Semantic Segmentation of Building Footprints on a Global Scale. IGARSS (2019)
Tim G. J. Rudner, Marc Rußwurm, Jakub Fil, Ramona Pelich, Benjamin Bischke, Veronika Kopacková, Piotr Bilinski
Multi3Net: Segmenting Flooded Buildings via Fusion of Multiresolution, Multisensor, and Multitemporal Satellite Imagery. AAAI (2019)
Benjamin Bischke, Patrick Helber, Joachim Folz, Damian Borth, Andreas Dengel
Multi-Task Learning for Segmentation of Building Footprints with Deep Neural Networks. ICIP (2019)
Patrick Helber, Benjamin Bischke, Qiushi Guo, Jörn Hees, Andreas Dengel
Multi-Scale Machine Learning for the Classification of Building Property Values. IGARSS (2019)
Patrick Helber, Benjamin Bischke, Andreas Dengel, Damian Borth
EuroSAT: A Novel Dataset and Deep Learning Benchmark for Land Use and Land Cover Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12 (7) (2019)
Patrick Helber, Benjamin Bischke, Jörn Hees, Andreas Dengel
Towards a Sentinel-2 Based Human Settlement Layer. IGARSS (2019)
Benjamin Bischke, Simon Brugman, Patrick Helber
Flood Severity Estimation from Online News Images and Multi-Temporal Satellite Images Using Deep Neural Networks. MediaEval (2019)
Benjamin Bischke, Patrick Helber, Zhengyu Zhao, Jens de Bruijn, Damian Borth
The Multimedia Satellite Task at MediaEval 2018. MediaEval (2018)
Benjamin Bischke, Patrick Helber, Florian Koenig, Damian Borth, Andreas Dengel
Overcoming Missing and Incomplete Modalities with Generative Adversarial Networks for Building Footprint Segmentation. CBMI (2018)
Benjamin Bischke, Patrick Helber, Florian König, Damian Borth, Andreas Dengel
Overcoming Missing and Incomplete Modalities with Generative Adversarial Networks for Building Footprint Segmentation. CoRR (2018)
Jens Weppner, Benjamin Bischke, Attila Reiss, Robert Dürichen, Paul Lukowicz
Sensing Room Occupancy Levels with Signal-to-Noise Ratio and Signal Phase and Multiple Antenna Configurations. IEEE SENSORS (2018)
Patrick Helber, Benjamin Bischke, Andreas Dengel, Damian Borth
Introducing Eurosat: A Novel Dataset and Deep Learning Benchmark for Land Use and Land Cover Classification. IGARSS (2018)
Benjamin Bischke, Patrick Helber, Damian Borth, Andreas Dengel
Segmentation of Imbalanced Classes in Satellite Imagery using Adaptive Uncertainty Weighted Class Loss. IGARSS (2018)
Benjamin Bischke, Patrick Helber, Andreas Dengel
Global-Local Feature Fusion for Image Classification of Flood Affected Roads from Social Multimedia. MediaEval (2018)
Tim G. J. Rudner, Marc Rußwurm, Jakub Fil, Ramona Pelich, Benjamin Bischke, Veronika Kopacková, Piotr Bilinski
Net: Segmenting Flooded Buildings via Fusion of Multiresolution, Multisensor, and Multitemporal Satellite Imagery. CoRR (2018)
Patrick Helber, Benjamin Bischke, Andreas Dengel, Damian Borth
EuroSAT: A Novel Dataset and Deep Learning Benchmark for Land Use and Land Cover Classification. CoRR (2017)
Benjamin Bischke, Patrick Helber, Joachim Folz, Damian Borth, Andreas Dengel
Multi-Task Learning for Segmentation of Building Footprints with Deep Neural Networks. CoRR (2017)
Benjamin Bischke, Prakriti Bhardwaj, Aman Gautam, Patrick Helber, Damian Borth, Andreas Dengel
Detection of Flooding Events in Social Multimedia and Satellite Imagery using Deep Neural Networks. MediaEval (2017)
Benjamin Bischke, Patrick Helber, Christian Schulze, Venkat Srinivasan, Andreas Dengel, Damian Borth
The Multimedia Satellite Task at MediaEval 2017. MediaEval (2017)
Ying Gu, Ram Kumar Ganesan, Benjamin Bischke, Ansgar Bernardi, Alexander Maier, Heinrich Warkentin, Thilo Steckel, Andreas Dengel
Grid-based outlier detection in large data sets for combine harvesters. INDIN (2017)
Benjamin Bischke, Damian Borth, Christian Schulze, Andreas Dengel
Contextual Enrichment of Remote-Sensed Events with Social Media Streams. ACM Multimedia (2016)
Jens Weppner, Benjamin Bischke, Paul Lukowicz
Monitoring crowd condition in public spaces by tracking mobile consumer devices with wifi interface. UbiComp Adjunct (2016)
Paul Lukowicz, Andreas Poxrucker, Jens Weppner, Benjamin Bischke, Jochen Kuhn, Michael Hirth
Glass-physics: using google glass to support high school physics experiments. ISWC (2015)