Patrick Helber
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
15
Venues
4
Active years
2018–2024
Best venue rank
C
Where they publish
Papers
15 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2024 | IGARSS | An Operational Approach to Large-Scale Crop Yield Prediction with Spatio-Temporal Machine Learning Models. | Patrick Helber, Benjamin Bischke, Carolin Packbier, Peter Habelitz, Florian Seefeldt |
| 2023 | IGARSS | Feature Attribution Methods for Multivariate Time-Series Explainability in Remote Sensing. | Hiba Najjar, Patrick Helber, Benjamin Bischke, Peter Habelitz, Cristhian Sanchez, Francisco Alejandro Mena, Miro Miranda, Deepak Pathak, Jayanth Siddamsetty, Diego Arenas, Michaela Vollmer, Marcela Charfuelan, Marlon Nuske, Andreas Dengel |
| 2023 | IGARSS | Predicting Crop Yield with Machine Learning: An Extensive Analysis of Input Modalities and Models on a Field and Sub-Field Level. | Deepak Pathak, Miro Miranda, Francisco Alejandro Mena, Cristhian Sanchez, Patrick Helber, Benjamin Bischke, Peter Habelitz, Hiba Najjar, Jayanth Siddamsetty, Diego Arenas, Michaela Vollmer, Marcela Charfuelan, Marlon Nuske, Andreas Dengel |
| 2023 | IGARSS | Influence of Data Cleaning Techniques on Sub-Field Yield Predictions. | Cristhian Sanchez, Deepak Pathak, Miro Miranda, Marcela Charfuelan, Patrick Helber, Marlon Nuske, Benjamin Bischke, Peter Habelitz, Nafisur Rahman, Francisco Alejandro Mena, Hiba Najjar, Jayanth Siddamsetty, Diego Arenas, Michaela Vollmer, Andreas Dengel |
| 2023 | IGARSS | Crop Yield Prediction: An Operational Approach to Crop Yield Modeling on Field and Subfield Level with Machine Learning Models. | Patrick Helber, Benjamin Bischke, Peter Habelitz, Cristhian Sanchez, Deepak Pathak, Miro Miranda, Hiba Najjar, Francisco Alejandro Mena, Jayanth Siddamsetty, Diego Arenas, Michaela Vollmer, Marcela Charfuelan, Marlon Nuske, Andreas Dengel |
| 2022 | IGARSS | Rapidai4Eo: Mono-and Multi-Temporal Deep Learning Models for Updating the Corine land Cover Product. | Priyash Bhugra, Benjamin Bischke, Christoph Werner, Robert Syrnicki, Carolin Packbier, Patrick Helber, aglar Senaras, Akhil Singh Rana, Tim Davis, Wanda De Keersmaecker, Daniele Zanaga, Annett Wania, Ruben Van De Kerchove, Giovanni Marchisio |
| 2021 | IGARSS | RapidAI4EO: A Corpus for Higher Spatial and Temporal Reasoning. | Giovanni Marchisio, Patrick Helber, Benjamin Bischke, Timothy Davis, aglar Senaras, Daniele Zanaga, Ruben Van De Kerchove, Annett Wania |
| 2019 | AIES | Mapping Informal Settlements in Developing Countries using Machine Learning and Low Resolution Multi-spectral Data. | Bradley J. Gram-Hansen, Patrick Helber, Indhu Varatharajan, Faiza Azam, Alejandro Coca-Castro, Veronika Kopackov, Piotr Bilinski |
| 2019 | ICIP | Multi-Task Learning for Segmentation of Building Footprints with Deep Neural Networks. | Benjamin Bischke, Patrick Helber, Joachim Folz, Damian Borth, Andreas Dengel |
| 2019 | IGARSS | Location-Specific Embedding Learning for the Semantic Segmentation of Building Footprints on a Global Scale. | Benjamin Bischke, Patrick Helber, Jrn Hees, Andreas Dengel |
| 2019 | IGARSS | Multi-Scale Machine Learning for the Classification of Building Property Values. | Patrick Helber, Benjamin Bischke, Qiushi Guo, Jrn Hees, Andreas Dengel |
| 2019 | IGARSS | Towards a Sentinel-2 Based Human Settlement Layer. | Patrick Helber, Benjamin Bischke, Jrn Hees, Andreas Dengel |
| 2018 | CBMI | Overcoming Missing and Incomplete Modalities with Generative Adversarial Networks for Building Footprint Segmentation. | Benjamin Bischke, Patrick Helber, Florian Koenig, Damian Borth, Andreas Dengel |
| 2018 | IGARSS | Segmentation of Imbalanced Classes in Satellite Imagery using Adaptive Uncertainty Weighted Class Loss. | Benjamin Bischke, Patrick Helber, Damian Borth, Andreas Dengel |
| 2018 | IGARSS | Introducing Eurosat: A Novel Dataset and Deep Learning Benchmark for Land Use and Land Cover Classification. | Patrick Helber, Benjamin Bischke, Andreas Dengel, Damian Borth |