Patrick Helber - Concepedia

Author

Patrick Helber

University of Kaiserslautern ORCID

Also Known As

Helber, Patrick, P. Helber, Patrick Helber, Patrick, Helber

Publications

2.4K

Citations

H-Index

Concepts

All Affiliations

University of Kaiserslautern German Research Centre for Artificial Intelligence University of Koblenz and Landau University of St.Gallen

About

Patrick Helber is an author at University of Kaiserslautern specializing in engineering, deep learning, and data science.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	9	9	2K
2	Data Science	9	9	2K
3	Geography	5	5	1.9K
4	Social Sciences	3	3	1.8K
5	Computer Science	2	2	33

Patrick Helber

Publications

2.2K

Citations

H-Index

Page 1

	Year	Citations
EuroSAT: A Novel Dataset and Deep Learning Benchmark for Land Use and Land Cover Classification Patrick Helber, Benjamin Bischke, Andreas Dengel, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing Convolutional Neural NetworkEngineeringMachine LearningLand UseLand Cover	2019	1.5K
Introducing Eurosat: A Novel Dataset and Deep Learning Benchmark for Land Use and Land Cover Classification Patrick Helber, Benjamin Bischke, Andreas Dengel, Convolutional Neural NetworkEngineeringMachine LearningLand UseLand Cover	2018	206
EuroSAT: A Novel Dataset and Deep Learning Benchmark for Land Use and Land Cover Classification Patrick Helber, Benjamin Bischke, Andreas Dengel, arXiv (Cornell University) Convolutional Neural NetworkEngineeringMachine LearningLand UseLand Cover	2017	62
Mapping Informal Settlements in Developing Countries using Machine Learning and Low Resolution Multi-spectral Data Bradley Gram-Hansen, Patrick Helber, Indhu Varatharajan,	2019	56
Detection of Flooding Events in Social Multimedia and Satellite Imagery using Deep Neural Networks. Benjamin Bischke, Prakriti Bhardwaj, Aman Gautam, MediaEval Flash FloodDeep Neural NetworksEngineeringMachine LearningData Science	2017	54
<i>TreeSatAI Benchmark Archive</i> : a multi-sensor, multi-label dataset for tree species classification in remote sensing Steve Ahlswede, Christian Schulz, Christiano Gava, Earth system science data	2023	53
Adaptive fusion of multi-modal remote sensing data for optimal sub-field crop yield prediction Francisco Mena, Deepak Pathak, Hiba Najjar, Remote Sensing of Environment	2024	40
The Multimedia Satellite Task at MediaEval 2018: Emergency Response for Flooding Events Benjamin Bischke, Patrick Helber, Zhengyu Zhao, VU Research Portal	2018	38
Multi-Task Learning for Segmentation of Building Footprints with Deep Neural Networks Benjamin Bischke, Patrick Helber, Joachim Folz, Convolutional Neural NetworkEngineeringMachine LearningBuilding FootprintsImage Classification	2019	28
Segmentation of Imbalanced Classes in Satellite Imagery using Adaptive Uncertainty Weighted Class Loss Benjamin Bischke, Patrick Helber, Damian Borth, Imbalanced ClassesConvolutional Neural NetworkEngineeringMachine LearningLand Use	2018	24

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