Product
Help
Pricing
About
Jobs
Log in
Get started
Author
Add to collection
Patrick Helber
Observed names:
Helber, Patrick,
P. Helber,
Patrick, Helber
Observed institutions:
University of Kaiserslautern,
German Research Centre for Artificial Intelligence,
Planet Labs PBC (United States)
ORCID:
0000-0001-8454-4301
Observed ORCID:
0000-0001-8454-4301
OpenAlex ID:
A5032545698
EuroSAT: A Novel Dataset and Deep Learning Benchmark for Land Use and Land Cover Classification
2019
·
Patrick Helber
, Benjamin Bischke
, et al.
·
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
·
2,227
PDF
Multi-Task Learning for Segmentation of Building Footprints with Deep Neural Networks
2019
·
Benjamin Bischke
, Patrick Helber
, et al.
·
Proceedings - International Conference on Image Processing
·
299
PDF
Introducing Eurosat: A Novel Dataset and Deep Learning Benchmark for Land Use and Land Cover Classification
2018
·
Patrick Helber
, Benjamin Bischke
, et al.
·
IEEE International Geoscience and Remote Sensing Symposium (IGARSS)
·
278
Adaptive fusion of multi-modal remote sensing data for optimal sub-field crop yield prediction
2024
·
Francisco Mena
, Deepak Pathak
, et al.
·
Remote Sensing of Environment
·
112
EuroSAT: A Novel Dataset and Deep Learning Benchmark for Land Use and Land Cover Classification
2018
·
Helber, Patrick
, Bischke, Benjamin
, et al.
·
Zenodo (CERN European Organization for Nuclear Research)
·
102
TreeSatAI Benchmark Archive : a multi-sensor, multi-label dataset for tree species classification in remote sensing
2023
·
Steve Ahlswede
, Christian Schulz
, et al.
·
Earth system science data
·
91
PDF
Mapping Informal Settlements in Developing Countries using Machine Learning and Low Resolution Multi-spectral Data
2019
·
Bradley J. Gram-Hansen
, Patrick Helber
, et al.
·
Proceedings of the AAAI/ACM Conference on AI Ethics and Society
·
69
PDF
Detection of Flooding Events in Social Multimedia and Satellite Imagery using Deep Neural Networks.
2017
·
Benjamin Bischke
, Prakriti Bhardwaj
, et al.
·
MediaEval
·
58
The Multimedia Satellite Task at MediaEval 2018: Emergency Response for Flooding Events
2018
·
Benjamin Bischke
, Patrick Helber
, et al.
·
VU Research Portal
·
36
Predicting Crop Yield with Machine Learning: An Extensive Analysis of Input Modalities and Models on a Field and Sub-Field Level
2023
·
Deepak Pathak
, Miro Miranda
, et al.
·
IEEE International Geoscience and Remote Sensing Symposium (IGARSS)
·
31
PDF
Segmentation of Imbalanced Classes in Satellite Imagery using Adaptive Uncertainty Weighted Class Loss
2018
·
Benjamin Bischke
, Patrick Helber
, et al.
·
IEEE International Geoscience and Remote Sensing Symposium (IGARSS)
·
28
Overcoming Missing and Incomplete Modalities with Generative Adversarial Networks for Building Footprint Segmentation
2018
·
Benjamin Bischke
, Patrick Helber
, et al.
·
International Workshop on Content-Based Multimedia Indexing (CBMI)
·
27
PDF
Crop Yield Prediction: An Operational Approach to Crop Yield Modeling on Field and Subfield Level with Machine Learning Models
2023
·
Patrick Helber
, Benjamin Bischke
, et al.
·
IEEE International Geoscience and Remote Sensing Symposium (IGARSS)
·
16
The Multimedia Satellite Task at MediaEval 2017
2017
·
Benjamin Bischke
, Patrick Helber
, et al.
·
MediaEval
·
14
The Multimedia Satellite Task at MediaEval 2017
2017
·
Benjamin, Bischke
, Patrick, Helber
, et al.
·
Alexandria (UniSG) (University of St.Gallen)
·
13
Influence of Data Cleaning Techniques on Sub-Field Yield Predictions
2023
·
Cristhian Sanchez
, Deepak Pathak
, et al.
·
IEEE International Geoscience and Remote Sensing Symposium (IGARSS)
·
12
Rapidai4Eo: Mono-and Multi-Temporal Deep Learning Models for Updating the Corine land Cover Product
2022
·
P. Bhugra
, B. Bischke
, et al.
·
IEEE International Geoscience and Remote Sensing Symposium (IGARSS)
·
9
PDF
Towards a Sentinel-2 Based Human Settlement Layer
2019
·
Patrick Helber
, Benjamin Bischke
, et al.
·
IEEE International Geoscience and Remote Sensing Symposium (IGARSS)
·
9
Feature Attribution Methods for Multivariate Time-Series Explainability in Remote Sensing
2023
·
Hiba Najjar
, Patrick Helber
, et al.
·
IEEE International Geoscience and Remote Sensing Symposium (IGARSS)
·
8
Mapping Informal Settlements in Developing Countries with Multi-resolution, Multi-spectral Data
2018
·
Helber, Patrick
, Gram-Hansen, Bradley
, et al.
·
arXiv (Cornell University)
·
8
PDF
An Operational Approach to Large-Scale Crop Yield Prediction with Spatio-Temporal Machine Learning Models
2024
·
Patrick Helber
, Benjamin Bischke
, et al.
·
IEEE International Geoscience and Remote Sensing Symposium (IGARSS)
·
7
RapidAI4EO: A Corpus for Higher Spatial and Temporal Reasoning
2021
·
Giovanni Marchisio
, Patrick Helber
, et al.
·
IEEE International Geoscience and Remote Sensing Symposium (IGARSS)
·
7
PDF
Multi-Scale Machine Learning for the Classification of Building Property Values
2019
·
Patrick Helber
, Benjamin Bischke
, et al.
·
IEEE International Geoscience and Remote Sensing Symposium (IGARSS)
·
6
TreeSatAI Benchmark Archive for Deep Learning in Forest Applications
2022
·
Schulz, Christian
, Ahlswede, Steve
, et al.
·
Zenodo (CERN European Organization for Nuclear Research)
·
5
Global-Local Feature Fusion for Image Classification of Flood Affected Roads from Social Multimedia.
2018
·
Benjamin Bischke
, Patrick Helber
, et al.
·
MediaEval
·
4
Show more works
View as search
Works count:
38
Citation count:
3,487
H-index:
14
I10-index:
16
Year
Topic
Type
