2023
- Dolokov, Alexander; Andresen, Niek; Hohlbaum, Katharina; Thöne-Reineke, Christa; Lewejohann, Lars; Hellwich, Olaf:
Upper Bound Tracker: A Multi-Animal Tracking Solution for Closed Laboratory Settings
Proceedings of the 18th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, Vol. 5: 945 - 952
March 2023
ISSN 2184-4321
DOI: https://doi.org/10.5220/0011609500003417
- Markus, Balazs; Valade, Sébastien; Wöllhaf, Manuel; Hellwich,Olaf:
Automatic retrieval of volcanic SO2 emission source from TROPOMI products
Frontiers in Earth Science
January 2023
DOI: https://doi.org/10.3389/feart.2022.1064171
2022
Maier,
Martin;
Blume,
Florian;
Bideau,
Pia;
Hellwich,
Olaf;
Abdel Rahman,
Rasha
Knowledge-Augmented Face Perception: Prospects for the Bayesian Brain-Framework to Align AI and Human Vision
Consciousness and Cognition, 101 :103301
May 2022
ISSN: 10538100
Knowledge-Augmented Face Perception: Prospects for the Bayesian Brain-Framework to Align AI and Human Vision
Consciousness and Cognition, 101 :103301
May 2022
ISSN: 10538100
Chen,
Baili;
Zheng,
Hongwei;
Wang,
Lili;
Hellwich,
Olaf;
Chen,
Chunbo;
Yang,
Liao;
Liu,
Tie;
Luo,
Geping;
Bao,
Anming;
Chen,
Xi
A Joint Learning Im-BiLSTM Model for Incomplete Time-Series Sentinel-2A Data Imputation and Crop Classification
International Journal of Applied Earth Observation and Geoinformation, 108 :102762
2022
Publisher: Elsevier
A Joint Learning Im-BiLSTM Model for Incomplete Time-Series Sentinel-2A Data Imputation and Crop Classification
International Journal of Applied Earth Observation and Geoinformation, 108 :102762
2022
Publisher: Elsevier
Botsch,
Jan;
Jain,
Hardik;
Hellwich,
Olaf
IMD-Net: A Deep Learning-Based Icosahedral Mesh Denoising Network
IEEE access : practical innovations, open solutions, 10 :38635–38649
2022
Publisher: IEEE
IMD-Net: A Deep Learning-Based Icosahedral Mesh Denoising Network
IEEE access : practical innovations, open solutions, 10 :38635–38649
2022
Publisher: IEEE
Elnabawy,
Reham H;
Abdennadher,
Slim;
Hellwich,
Olaf;
Eldawlatly,
Seif
A YOLO-based Object Simplification Approach for Visual Prostheses
2022 IEEE 35th International Symposium on Computer-Based Medical Systems (CBMS), Page 183–186
IEEE
2022
A YOLO-based Object Simplification Approach for Visual Prostheses
2022 IEEE 35th International Symposium on Computer-Based Medical Systems (CBMS), Page 183–186
IEEE
2022
Shi,
Haiyang;
Luo,
Geping;
Hellwich,
Olaf;
Xie,
Mingjuan;
Zhang,
Chen;
Zhang,
Yu;
Wang,
Yuangang;
Yuan,
Xiuliang;
Ma,
Xiaofei;
Zhang,
Wenqiang;
others
Variability and Uncertainty in Flux-Site-Scale Net Ecosystem Exchange Simulations Based on Machine Learning and Remote Sensing: A Systematic Evaluation
Biogeosciences (Online), 19 (16) :3739–3756
2022
Publisher: Copernicus GmbH
Variability and Uncertainty in Flux-Site-Scale Net Ecosystem Exchange Simulations Based on Machine Learning and Remote Sensing: A Systematic Evaluation
Biogeosciences (Online), 19 (16) :3739–3756
2022
Publisher: Copernicus GmbH
Shi,
Haiyang;
Luo,
Geping;
Hellwich,
Olaf;
Kurban,
Alishir;
De Maeyer,
Philippe;
Voorde,
Tim
Revisiting and Attributing the Global Controls on Terrestrial Ecosystem Functions of Climate and Plant Traits at FLUXNET Sites with Causal Networks
Biogeosciences Discussions :1–22
2022
Publisher: Copernicus GmbH
Revisiting and Attributing the Global Controls on Terrestrial Ecosystem Functions of Climate and Plant Traits at FLUXNET Sites with Causal Networks
Biogeosciences Discussions :1–22
2022
Publisher: Copernicus GmbH
Elnabawy,
Reham H;
Abdennadher,
Slim;
Hellwich,
Olaf;
Eldawlatly,
Seif
PVGAN: A Generative Adversarial Network for Object Simplification in Prosthetic Vision
Journal of Neural Engineering, 19 (5) :056007
2022
Publisher: IOP Publishing
PVGAN: A Generative Adversarial Network for Object Simplification in Prosthetic Vision
Journal of Neural Engineering, 19 (5) :056007
2022
Publisher: IOP Publishing
Kuhnke,
Dominik;
Kwiatkowski,
Monika;
Hellwich,
Olaf
Image-Based Detection of Surface Defects in Concrete during Construction
arXiv preprint arXiv:2208.02313
2022
Image-Based Detection of Surface Defects in Concrete during Construction
arXiv preprint arXiv:2208.02313
2022
Shi,
Haiyang;
Luo,
Geping;
Hellwich,
Olaf;
Xie,
Mingjuan;
Zhang,
Chen;
Zhang,
Yu;
Wang,
Yuangang;
Yuan,
Xiuliang;
Ma,
Xiaofei;
Zhang,
Wenqiang;
others
Evaluation of Water Flux Predictive Models Developed Using Eddy-Covariance Observations and Machine Learning: A Meta-Analysis
Hydrology and Earth System Sciences, 26 (18) :4603–4618
2022
Publisher: Copernicus GmbH
Evaluation of Water Flux Predictive Models Developed Using Eddy-Covariance Observations and Machine Learning: A Meta-Analysis
Hydrology and Earth System Sciences, 26 (18) :4603–4618
2022
Publisher: Copernicus GmbH
Wang,
Yuangang;
Li,
Chaofan;
Ochege,
Friday Uchenna;
Han,
Qifei;
Hellwich,
Olaf;
Wu,
Shixin;
Luo,
Geping
Contribution of Cropland Expansion to Regional Carbon Stocks in an Arid Area of China: A Case Study in Xinjiang
Carbon Management, 13 (1) :42–54
2022
Publisher: Taylor & Francis
Contribution of Cropland Expansion to Regional Carbon Stocks in an Arid Area of China: A Case Study in Xinjiang
Carbon Management, 13 (1) :42–54
2022
Publisher: Taylor & Francis
Hu,
Tianyi;
Kwiatkowski,
Monika;
Matern,
Simon;
Hellwich,
Olaf
Content-Based Landmark Retrieval Combining Global and Local Features Using Siamese Neural Networks
arXiv preprint arXiv:2208.04201
2022
Content-Based Landmark Retrieval Combining Global and Local Features Using Siamese Neural Networks
arXiv preprint arXiv:2208.04201
2022
Halawa,
Marah;
Hellwich,
Olaf;
Bideau,
Pia
Action-Based Contrastive Learning for Trajectory Prediction
European Conference on Computer Vision, Page 143–159
Springer, Cham
2022
Action-Based Contrastive Learning for Trajectory Prediction
European Conference on Computer Vision, Page 143–159
Springer, Cham
2022
2021
Jain,
Hardik;
Hellwich,
Olaf
GenIcoNet: Generative Icosahedral Mesh Convolutional Network
2021 International Conference on 3D Vision (3DV), Page 64–73
IEEE
2021
GenIcoNet: Generative Icosahedral Mesh Convolutional Network
2021 International Conference on 3D Vision (3DV), Page 64–73
IEEE
2021
Xie,
Mingjuan;
Luo,
Geping;
Hellwich,
Olaf;
Frankl,
Amaury;
Zhang,
Wenqiang;
Chen,
Chunbo;
Zhang,
Chen;
De Maeyer,
Philippe
Simulation of Site-Scale Water Fluxes in Desert and Natural Oasis Ecosystems of the Arid Region in Northwest China
Hydrological Processes, 35 (12) :e14444
2021
Publisher: John Wiley & Sons, Inc. Hoboken, USA
Simulation of Site-Scale Water Fluxes in Desert and Natural Oasis Ecosystems of the Arid Region in Northwest China
Hydrological Processes, 35 (12) :e14444
2021
Publisher: John Wiley & Sons, Inc. Hoboken, USA
D'Hondt,
Olivier;
Haensch,
Ronny;
Cazcarra-Bes,
Victor;
Hellwich,
Olaf
Semantic Segmentation of High-Resolution Airborne SAR Images Using Tomographic Information
EUSAR 2021; 13th European Conference on Synthetic Aperture Radar, Page 1–4
VDE
2021
Semantic Segmentation of High-Resolution Airborne SAR Images Using Tomographic Information
EUSAR 2021; 13th European Conference on Synthetic Aperture Radar, Page 1–4
VDE
2021
Zhang,
Wenqiang;
Luo,
Geping;
Chen,
Chunbo;
Ochege,
Friday U;
Hellwich,
Olaf;
Zheng,
Hongwei;
Hamdi,
Rafiq;
Wu,
Shixin
Quantifying the Contribution of Climate Change and Human Activities to Biophysical Parameters in an Arid Region
Ecological Indicators, 129 :107996
2021
Publisher: Elsevier
Quantifying the Contribution of Climate Change and Human Activities to Biophysical Parameters in an Arid Region
Ecological Indicators, 129 :107996
2021
Publisher: Elsevier
Roth,
Nicolas;
Bideau,
Pia;
Hellwich,
Olaf;
Rolfs,
Martin;
Obermayer,
Klaus
Modeling the Influence of Objects on Saccadic Decisions in Dynamic Real-World Scenes
, PERCEPTIONVolume50, Page 19–20
SAGE PUBLICATIONS LTD 1 OLIVERS YARD, 55 CITY ROAD, LONDON EC1Y 1SP, ENGLAND
2021
Modeling the Influence of Objects on Saccadic Decisions in Dynamic Real-World Scenes
, PERCEPTIONVolume50, Page 19–20
SAGE PUBLICATIONS LTD 1 OLIVERS YARD, 55 CITY ROAD, LONDON EC1Y 1SP, ENGLAND
2021
Jain,
Hardik;
Hellwich,
Olaf;
Wotke,
Nils;
Szymanski,
Daniel;
Rose,
Andreas;
Krüger,
Timo
Laser-Guided CT Intervention Using Flexible Laser Bow
Current Directions in Biomedical Engineering, 7 (2) :445–448
2021
Publisher: De Gruyter
Laser-Guided CT Intervention Using Flexible Laser Bow
Current Directions in Biomedical Engineering, 7 (2) :445–448
2021
Publisher: De Gruyter
Shivapakash,
Suhas;
Jain,
Hardik;
Hellwich,
Olaf;
Gerfers,
Friedel
A Power Efficiency Enhancements of a Multi-Bit Accelerator for Memory Prohibitive Deep Neural Networks
IEEE Open Journal of Circuits and Systems, 2 :156–169
2021
Publisher: IEEE
A Power Efficiency Enhancements of a Multi-Bit Accelerator for Memory Prohibitive Deep Neural Networks
IEEE Open Journal of Circuits and Systems, 2 :156–169
2021
Publisher: IEEE
Elnabawy,
Reham H;
Abdennadher,
Slim;
Hellwich,
Olaf;
Eldawlatly,
Seif
Electrode Dropout Compensation in Visual Prostheses: An Optimal Object Placement Approach
2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), Page 6515–6518
IEEE
2021
Electrode Dropout Compensation in Visual Prostheses: An Optimal Object Placement Approach
2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), Page 6515–6518
IEEE
2021
D'Hondt,
Olivier;
Hellwich,
Olaf
Deep Learning Based Joint Reconstruction and Extraction of Urban Structures from Tomographic SAR Data
2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS, Page 3085–3088
IEEE
2021
Deep Learning Based Joint Reconstruction and Extraction of Urban Structures from Tomographic SAR Data
2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS, Page 3085–3088
IEEE
2021
Shi,
Haiyang;
Pan,
Qun;
Luo,
Geping;
Hellwich,
Olaf;
Chen,
Chunbo;
Voorde,
Tim Van;
Kurban,
Alishir;
De Maeyer,
Philippe;
Wu,
Shixin
Analysis of the Impacts of Environmental Factors on Rat Hole Density in the Northern Slope of the Tienshan Mountains with Satellite Remote Sensing Data
Remote Sensing, 13 (22) :4709
2021
Publisher: Mdpi
Analysis of the Impacts of Environmental Factors on Rat Hole Density in the Northern Slope of the Tienshan Mountains with Satellite Remote Sensing Data
Remote Sensing, 13 (22) :4709
2021
Publisher: Mdpi
Shi,
Haiyang;
Luo,
Geping;
Zheng,
Hongwei;
Chen,
Chunbo;
Hellwich,
Olaf;
Bai,
Jie;
Liu,
Tie;
Liu,
Shuang;
Xue,
Jie;
Cai,
Peng
A Novel Causal Structure-Based Framework for Comparing a Basin-Wide Water\textendash Energy\textendash Food\textendash Ecology Nexus Applied to the Data-Limited Amu Darya and Syr Darya River Basins
Hydrology and Earth System Sciences, 25 (2) :901–925
2021
Publisher: Copernicus GmbH
A Novel Causal Structure-Based Framework for Comparing a Basin-Wide Water\textendash Energy\textendash Food\textendash Ecology Nexus Applied to the Data-Limited Amu Darya and Syr Darya River Basins
Hydrology and Earth System Sciences, 25 (2) :901–925
2021
Publisher: Copernicus GmbH
Roth,
Nicolas;
Bideau,
Pia;
Hellwich,
Olaf;
Rolfs,
Martin;
Obermayer,
Klaus
A Modular Framework for Object-Based Saccadic Decisions in Dynamic Scenes
arXiv preprint arXiv:2106.06073
2021
A Modular Framework for Object-Based Saccadic Decisions in Dynamic Scenes
arXiv preprint arXiv:2106.06073
2021
Shi,
Haiyang;
Hellwich,
Olaf;
Luo,
Geping;
Chen,
Chunbo;
He,
Huili;
Ochege,
Friday Uchenna;
Voorde,
Tim;
Kurban,
Alishir;
De Maeyer,
Philippe
A Global Meta-Analysis of Soil Salinity Prediction Integrating Satellite Remote Sensing, Soil Sampling, and Machine Learning
IEEE Transactions on Geoscience and Remote Sensing, 60 :1–15
2021
Publisher: IEEE
A Global Meta-Analysis of Soil Salinity Prediction Integrating Satellite Remote Sensing, Soil Sampling, and Machine Learning
IEEE Transactions on Geoscience and Remote Sensing, 60 :1–15
2021
Publisher: IEEE