-
Faustine Cantalloube,
Carlos Gomez-Gonzalez,
Olivier Absil,
Carles Cantero,
Regis Bacher,
Markus Bonse,
Michael Bottom,
Carl-Henrik Dahlqvist,
Célia Desgrange,
Olivier Flasseur,
Thomas Fuhrmann,
Thomas H. Henning,
Rebecca Jensen-Clem,
Matthew Kenworthy,
Dimitri Mawet,
Dino Mesa,
Tiffany Meshkat,
David Mouillet,
André Müller,
Evert Nasedkin,
Benoit Pairet,
Sébastien Piérard,
Jean-Baptiste Ruffio,
Matthias Samland,
Jordan Stone,
and Marc Van Droogenbroeck.
Exoplanet imaging data challenge: benchmarking the various image processing methods for exoplanet detection.
ArXiv,
abs/2101.05080,
January 2021.
Keyword(s): Exoplanet,
Benchmarking,
Challenge.
@article{Cantalloube2021Exoplanet,
title = {Exoplanet imaging data challenge: benchmarking the various image processing methods for exoplanet detection},
author = {Cantalloube, Faustine and Gomez-Gonzalez, Carlos and Absil, Olivier and Cantero, Carles and Bacher, Regis and Bonse, Markus and Bottom, Michael and Dahlqvist, Carl-Henrik and Desgrange, C{\'e}lia and Flasseur, Olivier and Fuhrmann, Thomas and Henning, Thomas H. and Jensen-Clem, Rebecca and Kenworthy, Matthew and Mawet, Dimitri and Mesa, Dino and Meshkat, Tiffany and Mouillet, David and M{\"u}ller, Andr{\'e} and Nasedkin, Evert and Pairet, Benoit and Pi{\'e}rard, S{\'e}bastien and Ruffio, Jean-Baptiste and Samland, Matthias and Stone, Jordan and Van Droogenbroeck, Marc},
journal = {ArXiv},
month = {January},
year = {2021},
volume = {abs/2101.05080},
keywords = {Exoplanet, Benchmarking, Challenge},
url = {https://arxiv.org/abs/2101.05080}
}
-
Michaël Fonder and Marc Ernst, DamienVan Droogenbroeck.
M4Depth: Monocular depth estimation for autonomous vehicles in unseen environments.
ArXiv,
abs/2105.09847,
May 2021.
Keyword(s): Depth estimation,
Drone,
UAV,
Artificial Intelligence,
Deep learning.
@article{Fonder2021M4Depth,
title = {{M4Depth}: Monocular depth estimation for autonomous vehicles in unseen environments},
author = {Fonder, Micha\"el and Ernst, Damien{Van Droogenbroeck}, Marc},
journal = {ArXiv},
month = {May},
year = {2021},
volume = {abs/2105.09847},
keywords = {Depth estimation, Drone, UAV, Artificial Intelligence, Deep learning},
url = {https://arxiv.org/abs/2105.09847},
pdf = {https://arxiv.org/pdf/2105.09847.pdf}
}
-
Anaïs Halin,
Jacques G. Verly,
and Marc Van Droogenbroeck.
Survey and synthesis of state of the art in driver monitoring.
Sensors,
21(16):1-49,
August 2021.
Keyword(s): Driver monitoring,
Driver state,
Survey,
Sensor,
Indicator,
Drowsiness,
Mental workload,
Distraction,
Emotion,
Under the influence.
@article{Halin2021Survey,
title = {Survey and synthesis of state of the art in driver monitoring},
author = {Halin, Ana{\"\i}s and Verly, Jacques G. and Van Droogenbroeck, Marc},
journal = {Sensors},
volume = {21},
number = {16},
year = {2021},
month = {August},
pages = {1-49},
keywords = {Driver monitoring, Driver state, Survey, Sensor, Indicator, Drowsiness, Mental workload, Distraction, Emotion, Under the influence},
doi = {10.3390/s21165558},
url = {http://hdl.handle.net/2268/262602},
pdf = {https://www.mdpi.com/1424-8220/21/16/5558/pdf}
}
-
Anthony Cioppa,
Adrien Deliège,
Floriane Magera,
Silvio Giancola,
Olivier Barnich,
Bernard Ghanem,
and Marc Van Droogenbroeck.
Camera Calibration and Player Localization in SoccerNet-v2 and Investigation of their Representations for Action Spotting.
In IEEE International Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), CVsports,
Nashville, Tennessee, USA,
pages 4537-4546,
June 2021.
Keyword(s): Calibration,
SoccerNet,
Dataset,
Training data,
Soccer,
Football,
Classification,
Annotation,
Neural network,
Deep learning,
Machine learning,
Artificial intelligence,
DeepSport.
@inproceedings{Cioppa2021Camera,
title = {Camera Calibration and Player Localization in {SoccerNet-v2} and Investigation of their Representations for Action Spotting},
author = {Cioppa, Anthony and Deli\`ege, Adrien and Magera, Floriane and Giancola, Silvio and Barnich, Olivier and Ghanem, Bernard and {Van Droogenbroeck}, Marc},
booktitle = {IEEE International Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), CVsports},
month = {June},
pages = {4537-4546},
year = {2021},
address = {Nashville, Tennessee, USA},
url = {http://hdl.handle.net/2268/259026},
doi = {10.1109/CVPRW53098.2021.00511},
keywords = {Calibration, SoccerNet, Dataset, Training data, Soccer, Football, Classification, Annotation, Neural network, Deep learning, Machine learning, Artificial intelligence, DeepSport}
}
-
Adrien Deliège,
Anthony Cioppa,
Silvio Giancola,
Meisam J. Seikavandi,
Jacob V. Dueholm,
Kamal Nasrollahi,
Bernard Ghanem,
Thomas B. Moeslund,
and Marc Van Droogenbroeck.
SoccerNet-v2: A Dataset and Benchmarks for Holistic Understanding of Broadcast Soccer Videos.
In IEEE International Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), CVsports,
Nashville, Tennessee, USA,
pages 4508-4519,
June 2021.
Note: Best CVsports paper award.
Keyword(s): Calibration,
SoccerNet,
Dataset,
Training data,
Soccer,
Football,
Classification,
Annotation,
Neural network,
Deep learning,
Machine learning,
Artificial intelligence,
DeepSport,
Best paper award.
@inproceedings{Deliege2021SoccerNetv2,
title = {{SoccerNet}-v2: A Dataset and Benchmarks for Holistic Understanding of Broadcast Soccer Videos},
author = {Deli\`ege, Adrien and Cioppa, Anthony and Giancola, Silvio and Seikavandi, Meisam J. and Dueholm, Jacob V. and Nasrollahi, Kamal and Ghanem, Bernard and Moeslund, Thomas B. and {Van Droogenbroeck}, Marc},
booktitle = {IEEE International Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), CVsports},
month = {June},
pages = {4508-4519},
year = {2021},
note = {Best CVsports paper award},
address = {Nashville, Tennessee, USA},
url = {http://hdl.handle.net/2268/253781},
doi = {10.1109/CVPRW53098.2021.00508},
keywords = {Calibration, SoccerNet, Dataset, Training data, Soccer, Football, Classification, Annotation, Neural network, Deep learning, Machine learning, Artificial intelligence, DeepSport, Best paper award}
}
-
Giovanny Moncayo-Unda,
Van Droogenbroeck Marc,
Ismaël Saadi,
and Mario Cools.
Variability of people's activity space using GPS-based trajectory data.
In Biannual BIVEC-GIBET Transport Research Days,
pages 298-302,
May 2021.
Keyword(s): Activity space,
GPS,
scikit-mobility.
@inproceedings{Moncayo2021Variability,
title = {Variability of people's activity space using {GPS}-based trajectory data},
author = {Moncayo-Unda, Giovanny and Van Droogenbroeck Marc and Saadi, Isma\"el and Cools, Mario},
booktitle = {Biannual BIVEC-GIBET Transport Research Days},
pages = {298-302},
year = {2021},
month = {May},
keywords = {Activity space, GPS, scikit-mobility},
url = {http://hdl.handle.net/2268/262711}
}
-
Anthony Cioppa,
Adrien Deliège,
Silvio Giancola,
Meisam Seikavandi,
Jacob Dueholm,
Kamal Nasrollahi,
Bernard Ghanem,
Thomas Moeslund,
and Marc Van Droogenbroeck.
SoccerNet challenge: Task presentation and winner announcement.
Oral communication,
June 2021.
Keyword(s): SoccerNet,
Dataset,
Challennge,
Soccer,
Football,
Classification,
Annotation,
Deep learning,
Machine learning,
Artificial intelligence,
DeepSport.
@misc{Cioppa2021SoccerNet,
title = {{SoccerNet} challenge: Task presentation and winner announcement},
author = {Cioppa, Anthony and Deli\`ege, Adrien and Giancola, Silvio and Seikavandi, Meisam and Dueholm, Jacob and Nasrollahi, Kamal and Ghanem, Bernard and Moeslund, Thomas and {Van Droogenbroeck}, Marc},
howpublished = {Oral communication},
month = {June},
year = {2021},
keywords = {SoccerNet, Dataset, Challennge, Soccer, Football, Classification, Annotation, Deep learning, Machine learning, Artificial intelligence, DeepSport},
url = {http://hdl.handle.net/2268/267269}
}