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Publications of year 2024
Articles in journal or book chapters
  1. Anthony Cioppa, Silvio Giancola, Vladimir Somers, Victor Joos, Floriane Magera, Jan Held, Seyed Abolfazl Ghasemzadeh, Xin Zhou, Karolina Seweryn, Mateusz Kowalczyk, Zuzanna Mróz, Szymon Lukasik, Michal Halon, Hassan Mkhallati, Adrien Deliège, Carlos Hinojosa, Karen Sanchez, Amir M. Mansourian, Pierre Miralles, Olivier Barnich, Christophe De Vleeschouwer, Alexandre Alahi, Bernard Ghanem, Marc Van Droogenbroeck, and et al.. SoccerNet 2024 Challenges Results. arXiv, abs/2409.10587, 2024. Keyword(s): SoccerNet challenge. 
    @article{Cioppa2024SoccerNet2024-arxiv,
title = {{SoccerNet} 2024 Challenges Results},
author = {Cioppa, Anthony and Giancola, Silvio and Somers, Vladimir and Joos, Victor and Magera, Floriane and Held, Jan and Ghasemzadeh, Seyed Abolfazl and Zhou, Xin and Seweryn, Karolina and Kowalczyk, Mateusz and Mr{\'o}z, Zuzanna and Lukasik, Szymon and Halo{\'n}, Michal and Mkhallati, Hassan and Deli{\`e}ge, Adrien and Hinojosa, Carlos and Sanchez, Karen and Mansourian, Amir M. and Miralles, Pierre and Barnich, Olivier and De Vleeschouwer, Christophe and Alahi, Alexandre and Ghanem, Bernard and Van Droogenbroeck, Marc and et al.},
author-full = {Cioppa, Anthony and Giancola, Silvio and Somers, Vladimir and Joos, Victor and Magera, Floriane and Held, Jan and Ghasemzadeh, Seyed Abolfazl and Zhou, Xin and Seweryn, Karolina and Kowalczyk, Mateusz and Mr{\'o}z, Zuzanna and Lukasik, Szymon and Halo{\'n}, Michal and Mkhallati, Hassan and Deli{\`e}ge, Adrien and Hinojosa, Carlos and Sanchez, Karen and Mansourian, Amir M. and Miralles, Pierre and Barnich, Olivier and De Vleeschouwer, Christophe and Alahi, Alexandre and Ghanem, Bernard and Van Droogenbroeck, Marc and Gorski, Adam and Clap{\'e}s, Albert and Boiarov, Andrei and Afanasiev, Anton and Xarles, Artur and Scott, Atom and Lim, ByoungKwon and Yeung, Calvin and Gonzalez, Cristian and R{\"u}fenacht, Dominic and Pacilio, Enzo and Deuser, Fabian and Altawijri, Faisal Sami and Cach{\'o}n, Francisco and Kim, HanKyul and Wang, Haobo and Choe, Hyeonmin and Kim, Hyunwoo J. and Kim, Il-Min and Kang, Jae-Mo and Tursunboev, Jamshid and Yang, Jian and Hong, Jihwan and Lee, Jimin and Zhang, Jing and Lee, Junseok and Zhang, Kexin and Habel, Konrad and Jiao, Licheng and Li, Linyi and Guti{\'e}rrez-P{\'e}rez, Marc and Ortega, Marcelo and Li, Menglong and Lopatto, Milosz and Kasatkin, Nikita and Nemtsev, Nikolay and Oswald, Norbert and Udin, Oleg and Kononov, Pavel and Geng, Pei and Alotaibi, Saad Ghazai and Kim, Sehyung and Ulasen, Sergei and Escalera, Sergio and Zhang, Shanshan and Yang, Shuyuan and Moon, Sunghwan and Moeslund, Thomas B. and Shandyba, Vasyl and Golovkin, Vladimir and Dai, Wei and Chung, WonTaek and Liu, Xinyu and Zhu, Yongqiang and Kim, Youngseo and Li, Yuan and Yang, Yuting and Xiao, Yuxuan and Cheng, Zehua and Li, Zhihao},
journal = {arXiv},
volume = {abs/2409.10587},
year = {2024},
eprint = {2409.10587},
keywords = {SoccerNet challenge},
eprinttype = {arXiv},
doi = {10.48550/arXiv.2409.10587},
url = {https://doi.org/10.48550/arXiv.2409.10587} 
}


  2. Anthony Cioppa, Silvio Giancola, Vladimir Somers, Floriane Magera, Xin Zhou, Hassan Mkhallati, Adrien Deliège, Jan Held, Carlos Hinojosa, Amir M. Mansourian, Pierre Miralles, Olivier Barnich, Christophe De Vleeschouwer, Alexandre Alahi, Bernard Ghanem, Marc Van Droogenbroeck, and Abdullah et al. Kamal. SoccerNet 2023 challenges results. Sports Engineering, 27(2):1-18, July 2024. Keyword(s): SoccerNet, Challenge. 
    @article{Cioppa2024SoccerNetChallenge,
title = {{SoccerNet} 2023 challenges results},
author = {Cioppa, Anthony and Giancola, Silvio and Somers, Vladimir and Magera, Floriane and Zhou, Xin and Mkhallati, Hassan and Deli{\`e}ge, Adrien and Held, Jan and Hinojosa, Carlos and Mansourian, Amir M. and Miralles, Pierre and Barnich, Olivier and De Vleeschouwer, Christophe and Alahi, Alexandre and Ghanem, Bernard and Van Droogenbroeck, Marc and Kamal, Abdullah et al.},
journal = {Sports Engineering},
volume = {27},
number = {2},
pages = {1-18},
month = {July},
year = {2024},
keywords = {SoccerNet, Challenge},
doi = {10.1007/s12283-024-00466-4},
url = {https://doi.org/10.1007/s12283-024-00466-4} 
}


  3. Sushant Gautam, Mehdi Houshmand Sarkhoosh, Jan Held, Cise Midoglu, Anthony Cioppa, Silvio Giancola, Vajira Thambawita, Michael A. Riegler, Pål Halvorsen, and Mubarak Shah. SoccerNet-Echoes: A Soccer Game Audio Commentary Dataset. arxiv, abs/2405.07354, 2024. Keyword(s): SoccerNet, Audio, Commentary, Dataset. 
    @article{Gautam2024SoccerNetEchoes-arxiv,
title = {{SoccerNet-Echoes}: A Soccer Game Audio Commentary Dataset},
author = {Gautam, Sushant and Sarkhoosh, Mehdi Houshmand and Held, Jan and Midoglu, Cise and Cioppa, Anthony and Giancola, Silvio and Thambawita, Vajira and Riegler, Michael A. and Halvorsen, P{\aa}l and Shah, Mubarak},
journal = {arxiv},
volume = {abs/2405.07354},
year = {2024},
eprint = {2405.07354},
keywords = {SoccerNet, Audio, Commentary, Dataset},
eprinttype = {arXiv},
doi = {10.48550/arXiv.2405.07354},
url = {https://doi.org/10.48550/arXiv.2405.07354} 
}


  4. Silvio Giancola, Anthony Cioppa, Bernard Ghanem, and Marc Van Droogenbroeck. Deep learning for action spotting in association football videos. arXiv, abs/2410.01304, 2024. Keyword(s): Soccer, Action spotting, Deep learning, Challenge, SoccerNet. 
    @article{Giancola2024Deep-arxiv,
title = {Deep learning for action spotting in association football videos},
author = {Giancola, Silvio and Cioppa, Anthony and Ghanem, Bernard and Van Droogenbroeck, Marc},
journal = {arXiv},
volume = {abs/2410.01304},
year = {2024},
eprint = {2410.01304},
keywords = {Soccer, Action spotting, Deep learning, Challenge, SoccerNet},
eprinttype = {arXiv},
doi = {10.48550/arXiv.2410.01304},
url = {https://doi.org/10.48550/arXiv.2410.01304} 
}


  5. Anaïs Halin, Sébastien Piérard, Anthony Cioppa, and Marc Van Droogenbroeck. A Hitchhiker's Guide to Understanding Performances of Two-Class Classifiers. arXiv, abs/2412.04377, 2024. Keyword(s): Performance, Classification, Ranking, Score, Tile. 
    @article{Halin2024AHitchhikers-arxiv,
title = {A Hitchhiker's Guide to Understanding Performances of Two-Class Classifiers},
author = {Halin, Ana{\"\i}s and Pi{\'e}rard, S{\'e}bastien and Cioppa, Anthony and Van Droogenbroeck, Marc},
journal = {arXiv},
volume = {abs/2412.04377},
year = {2024},
publisher = {arXiv},
eprint = {2412.04377},
keywords = {Performance, Classification, Ranking, Score, Tile},
eprinttype = {arXiv},
doi = {10.48550/arXiv.2412.04377},
url = {https://doi.org/10.48550/arXiv.2412.04377} 
}


  6. Jan Held, Anthony Cioppa, Silvio Giancola, Abdullah Hamdi, Christel Devue, Bernard Ghanem, and Marc Van Droogenbroeck. Towards AI-Powered Video Assistant Referee System (VARS) for Association Football. arXiv, abs/2407.12483, 2024. Keyword(s): Soccer, Football, Referee, Human study. 
    @article{Held2024Towards-arxiv,
title = {Towards {AI}-Powered Video Assistant Referee System ({VARS}) for Association Football},
author = {Held, Jan and Cioppa, Anthony and Giancola, Silvio and Hamdi, Abdullah and Devue, Christel and Ghanem, Bernard and Van Droogenbroeck, Marc},
journal = {arXiv},
volume = {abs/2407.12483},
year = {2024},
eprint = {2407.12483},
keywords = {Soccer, Football, Referee, Human study},
eprinttype = {arXiv},
doi = {10.48550/arXiv.2407.12483},
url = {https://doi.org/10.48550/arXiv.2407.12483} 
}


  7. Jan Held, Renaud Vandeghen, Abdullah Hamdi, Adrien Deliège, Anthony Cioppa, Silvio Giancola, Andrea Vedaldi, Bernard Ghanem, and Marc Van Droogenbroeck. 3D Convex Splatting: Radiance Field Rendering with 3D Smooth Convexes. arXiv, abs/2411.14974, 2024. Keyword(s): Splatting, 3D, Radiance field, Rendering, ConveSplatting, 3D, Radiance field, Rendering, Convexx. 
    @article{Held20243DConvex-arxiv,
title = {{3D} Convex Splatting: Radiance Field Rendering with {3D} Smooth Convexes},
author = {Held, Jan and Vandeghen, Renaud and Hamdi, Abdullah and Deli{\`e}ge, Adrien and Cioppa, Anthony and Giancola, Silvio and Vedaldi, Andrea and Ghanem, Bernard and Van Droogenbroeck, Marc},
journal = {arXiv},
volume = {abs/2411.14974},
year = {2024},
eprint = {2411.14974},
keywords = {Splatting, 3D, Radiance field, Rendering, ConveSplatting, 3D, Radiance field, Rendering, Convexx},
eprinttype = {arXiv},
doi = {10.48550/arXiv.2411.14974},
url = {https://doi.org/10.48550/arXiv.2411.14974} 
}


  8. Philippe Latour and Marc Van Droogenbroeck. CURDIS: A Template for Incremental Curve Discretization Algorithms and its Application to Conics. Virtual Reality & Intelligent Hardware (VRIH), 16(5):358-382, October 2024. Keyword(s): Conic, Discretization, Curve, Ellipse. 
    @article{Latour2024CURDIS,
title = {{CURDIS}: A Template for Incremental Curve Discretization Algorithms and its Application to Conics},
author = {Latour, Philippe and Van Droogenbroeck, Marc},
journal = {Virtual Reality \& Intelligent Hardware (VRIH)},
volume = {16},
number = {5},
pages = {358-382},
month = {October},
year = {2024},
keywords = {Conic, Discretization, Curve, Ellipse},
doi = {10.1016/j.vrih.2024.06.005},
url = {https://doi.org/10.1016/j.vrih.2024.06.005} 
}


  9. Floriane Magera, Thomas Hoyoux, Olivier Barnich, and Marc Van Droogenbroeck. BroadTrack: Broadcast Camera Tracking for Soccer. arXiv, abs/2412.01721, 2024. Keyword(s): Calibration, Camera, Video, Sports, Soccer. 
    @article{Magera2024BroadTrack-arxiv,
title = {{BroadTrack}: Broadcast Camera Tracking for Soccer},
author = {Magera, Floriane and Hoyoux, Thomas and Barnich, Olivier and Van Droogenbroeck, Marc},
journal = {arXiv},
volume = {abs/2412.01721},
year = {2024},
eprint = {2412.01721},
keywords = {Calibration, Camera, Video, Sports, Soccer},
eprinttype = {arXiv},
doi = {10.48550/arXiv.2412.01721},
url = {https://doi.org/10.48550/arXiv.2412.01721} 
}


  10. Sébastien Piérard, Anaïs Halin, Anthony Cioppa, Adrien Deliège, and Marc Van Droogenbroeck. Foundations of the Theory of Performance-Based Ranking. arXiv, abs/2412.04227, 2024. Keyword(s): Performance, Theory, Ranking. 
    @article{Pierard2024Foundations-arxiv,
title = {Foundations of the Theory of Performance-Based Ranking},
author = {Pi{\'e}rard, S{\'e}bastien and Halin, Ana{\"\i}s and Cioppa, Anthony and Deli{\`e}ge, Adrien and Van Droogenbroeck, Marc},
journal = {arXiv},
volume = {abs/2412.04227},
year = {2024},
publisher = {arXiv},
eprint = {2412.04227},
keywords = {Performance, Theory, Ranking},
eprinttype = {arXiv},
doi = {10.48550/arXiv.2412.04227},
url = {https://doi.org/10.48550/arXiv.2412.04227} 
}


  11. Sébastien Piérard, Anaïs Halin, Anthony Cioppa, Adrien Deliège, and Marc Van Droogenbroeck. The Tile: A 2D Map of Ranking Scores for Two-Class Classification. arXiv, abs/2412.04309, 2024. Keyword(s): Performance, Classification, Ranking, Score, Tile. 
    @article{Pierard2024TheTile-arxiv,
title = {The {Tile}: A {2D} Map of Ranking Scores for Two-Class Classification},
author = {Pi{\'e}rard, S{\'e}bastien and Halin, Ana{\"\i}s and Cioppa, Anthony and Deli{\`e}ge, Adrien and Van Droogenbroeck, Marc},
journal = {arXiv},
volume = {abs/2412.04309},
year = {2024},
publisher = {arXiv},
eprint = {2412.04309},
keywords = {Performance, Classification, Ranking, Score, Tile},
eprinttype = {arXiv},
doi = {10.48550/arXiv.2412.04309},
url = {https://doi.org/10.48550/arXiv.2412.04309} 
}


Conference articles
  1. Yassine Benzakour, Bruno Cabado, Silvio Giancola, Anthony Cioppa, Bernard Ghanem, and Marc Van Droogenbroeck. OSL-ActionSpotting: A Unified Library for Action Spotting in Sports Videos. In IEEE International Workshop on Sport Technology and Research (STAR), Lecco, Italy, pages 132-137, July 2024. Keyword(s): Video undestanding, Action spotting, Sports analytics, Python library, Benchmark, Algorithm. 
    @inproceedings{Benzakour2024OSL-ActionSpotting,
title = {{OSL-ActionSpotting}: A Unified Library for Action Spotting in Sports Videos},
author = {Benzakour, Yassine and Cabado, Bruno and Giancola, Silvio and Cioppa, Anthony and Ghanem, Bernard and Van Droogenbroeck, Marc},
booktitle = {IEEE International Workshop on Sport Technology and Research (STAR)},
pages = {132-137},
month = {July},
year = {2024},
address = {Lecco, Italy},
keywords = {Video undestanding, Action spotting, Sports analytics, Python library, Benchmark, Algorithm},
doi = {10.1109/star62027.2024.10635981},
url = {https://doi.org/10.1109/STAR62027.2024.10635981} 


}


  2. Bruno Cabado, Anthony Cioppa, Silvio Giancola, Andrés Villa, Bertha Guijarro-Berdiñas, Emilio Padrón, Bernard Ghanem, and Marc Van Droogenbroeck. Beyond the Premier: Assessing Action Spotting Transfer Capability Across Diverse Domains. In IEEE International Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), CVsports, Seattle, Washington, USA, pages 3386-3398, June 2024. Keyword(s): Soccer, Football, Action spotting, Transferability. 
    @inproceedings{Cabado2024Beyond,
title = {Beyond the {Premier}: Assessing Action Spotting Transfer Capability Across Diverse Domains},
author = {Cabado, Bruno and Cioppa, Anthony and Giancola, Silvio and Villa, Andr\'es and Guijarro-Berdi\~nas, Bertha and Padr\'on, Emilio and Ghanem, Bernard and Van Droogenbroeck, Marc},
booktitle = {IEEE International Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), CVsports},
pages = {3386-3398},
month = {June},
year = {2024},
address = {Seattle, Washington, USA},
keywords = {Soccer, Football, Action spotting, Transferability},
doi = {10.1109/cvprw63382.2024.00343},
url = {https://doi.org/10.1109/CVPRW63382.2024.00343} 
}


  3. Faustine Cantalloube, Valentin Christiaens, Carlos Cantero, Anthony Cioppa, Evert Nasedkin, Olivier Absil, Philippe Delorme, Jason J. Wang, Markus Bonse, Hazan Daglayan Sevim, Carl-Henrik Dahlqvist, Nathan Guyot, Sandrine Juillard, Johan Mazoyer, Matthias Samland, Mariam Sabalbal, Jean-Baptiste Ruffio, and Marc Van Droogenbroeck. Exoplanet imaging data challenge, phase II: comparison of algorithms in terms of characterization capabilities. In Adaptive Optics Systems IX, volume 13097 of Proceedings of SPIE, Yokohama, Japan, pages 1-19, August 2024. SPIE. Keyword(s): Exoplanet, Benchmarking, EIDC, Challenge. 
    @inproceedings{Cantalloube2024ExoplanetII,
title = {Exoplanet imaging data challenge, phase {II}: comparison of algorithms in terms of characterization capabilities},
author = {Cantalloube, Faustine and Christiaens, Valentin and Cantero, Carlos and Cioppa, Anthony and Nasedkin, Evert and Absil, Olivier and Delorme, Philippe and Wang, Jason J. and Bonse, Markus and Daglayan Sevim, Hazan and Dahlqvist, Carl-Henrik and Guyot, Nathan and Juillard, Sandrine and Mazoyer, Johan and Samland, Matthias and Sabalbal, Mariam and Ruffio, Jean-Baptiste and Van Droogenbroeck, Marc},
booktitle = {Adaptive Optics Systems IX},
series = {Proceedings of SPIE},
volume = {13097},
pages = {1-19},
month = {August},
year = {2024},
publisher = {SPIE},
keywords = {Exoplanet, Benchmarking, EIDC, Challenge},
address = {Yokohama, Japan},
doi = {10.1117/12.3020278},
url = {https://doi.org/10.1117/12.3020278} 
}


  4. Carles Cantero, Mariam Sabalbal, William Ceva, Olivier Absil, Marc Van Droogenbroeck, Damien Ségransan, and Philippe Delorme. New exoplanet candidates? Deep learning exploration of the SHINE high-contrast imaging survey. In Exoplanets 5, Leiden, the Netherlands, June 2024. Keyword(s): Exoplanet, Detection, Survey, SHINE, Deep learning, High-contrast imaging, NA-SODINN. 
    @inproceedings{Cantero2024NewExoplanet,
title = {New exoplanet candidates? Deep learning exploration of the {SHINE} high-contrast imaging survey},
author = {Cantero, Carles and Sabalbal, Mariam and Ceva, William and Absil, Olivier and Van Droogenbroeck, Marc and S{\'e}gransan, Damien and Delorme, Philippe},
booktitle = {Exoplanets 5},
month = {June},
,
year = {2024},
address = {Leiden, the Netherlands},
keywords = {Exoplanet, Detection, Survey, SHINE, Deep learning, High-contrast imaging, NA-SODINN},
url = {https://hdl.handle.net/2268/321004} 
}


  5. Antoine Deckyvere, Anthony Cioppa, Silvio Giancola, Bernard Ghanem, and Marc Van Droogenbroeck. Investigating Event-Based Cameras for Video Frame Interpolation in Sports. In IEEE International Workshop on Sport Technology and Research (STAR), Lecco, Italy, pages 138-143, July 2024. Keyword(s): Event-based camera, Slowr motion, Video frame interpolation, Video understanding, Sports analysis. 
    @inproceedings{Deckyvere2024Investigating,
title = {Investigating Event-Based Cameras for Video Frame Interpolation in Sports},
author = {Deckyvere, Antoine and Cioppa, Anthony and Giancola, Silvio and Ghanem, Bernard and Van Droogenbroeck, Marc},
booktitle = {IEEE International Workshop on Sport Technology and Research (STAR)},
pages = {138-143},
month = {July},
year = {2024},
address = {Lecco, Italy},
keywords = {Event-based camera, Slowr motion, Video frame interpolation, Video understanding, Sports analysis},
doi = {10.1109/star62027.2024.10635973},
url = {https://doi.org/10.1109/STAR62027.2024.10635973} 
}


  6. Alexandre Eymaël, Renaud Vandeghen, Anthony Cioppa, Silvio Giancola, Bernard Ghanem, and Marc Van Droogenbroeck. Efficient Image Pre-training with Siamese Cropped Masked Autoencoders. In European Conference on Computer Vision (ECCV), volume 15081 of Lecture Notes in Computer Science, pages 348-366, October 2024. Keyword(s): Self-supervision, Artificial Intelligence, Pre-training, Autoencoder, Siamese network. 
    @inproceedings{Eymael2024Efficient,
title = {Efficient Image Pre-training with Siamese Cropped Masked Autoencoders},
author = {Eyma{\"e}l, Alexandre and Vandeghen, Renaud and Cioppa, Anthony and Giancola, Silvio and Ghanem, Bernard and Van Droogenbroeck, Marc},
booktitle = {European Conference on Computer Vision (ECCV)},
series = {Lecture Notes in Computer Science},
volume = {15081},
pages = {348-366},
month = {October},
year = {2024},
keywords = {Self-supervision, Artificial Intelligence, Pre-training, Autoencoder, Siamese network},
doi = {10.1007/978-3-031-73337-6_20},
url = {https://doi.org/10.1007/978-3-031-73337-6_20} 
}


  7. Benoît Gérin, Anaïs Halin, Anthony Cioppa, Maxim Henry, Bernard Ghanem, Benoît Macq, Christophe De Vleeschouwer, and Marc Van Droogenbroeck. Multi-Stream Cellular Test-Time Adaptation of Real-Time Models Evolving in Dynamic Environments. In IEEE International Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), Workshop on Autonomous Driving, volume 33, Seattle, Washington, USA, pages 4472-4482, June 2024. Keyword(s): Online distillation, Test-time adaptation, Driving environnement, Multi-stream, Cellular learning. 
    @inproceedings{Gerin2024MultiStream,
title = {Multi-Stream Cellular Test-Time Adaptation of Real-Time Models Evolving in Dynamic Environments},
author = {G\'erin, Beno{\^{\i}}t and Halin, Ana{\"\i}s and Cioppa, Anthony and Henry, Maxim and Ghanem, Bernard and Macq, Beno{\^{\i}}t and De Vleeschouwer, Christophe and Van Droogenbroeck, Marc},
booktitle = {IEEE International Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), Workshop on Autonomous Driving},
volume = {33},
pages = {4472-4482},
month = {June},
year = {2024},
address = {Seattle, Washington, USA},
keywords = {Online distillation, Test-time adaptation, Driving environnement, Multi-stream, Cellular learning},
doi = {10.1109/cvprw63382.2024.00450},
url = {https://doi.org/10.1109/CVPRW63382.2024.00450} 
}


  8. Anaïs Halin, Sébastien Piérard, Renaud Vandeghen, Benoît Gérin, Maxime Zanella, Martin Colot, Jan Held, Anthony Cioppa, Emmanuel Jean, Gianluca Bontempi, Saïd Mahmoudi, Benoît Macq, and Marc Van Droogenbroeck. Physically Interpretable Probabilistic Domain Characterization. In Asian Conference on Computer Vision Workshop, Hanoi, Vietnam, December 2024. Note: Accepted for publications. Keyword(s): Domain, Domain adaptation, Learning. 
    @inproceedings{Halin2024Physically,
title = {Physically Interpretable Probabilistic Domain Characterization},
author = {Halin, Ana{\"\i}s and Pi{\'e}rard, S{\'e}bastien and Vandeghen, Renaud and G{\'e}rin, Beno{\^\i}t and Zanella, Maxime and Colot, Martin and Held, Jan and Cioppa, Anthony and Jean, Emmanuel and Bontempi, Gianluca and Mahmoudi, Sa{\"\i}d and Macq, Beno{\^\i}t and Van Droogenbroeck, Marc},
booktitle = {Asian Conference on Computer Vision Workshop},
month = {December},
year = {2024},
address = {Hanoi, Vietnam},
keywords = {Domain, Domain adaptation, Learning},
note = {Accepted for publications} 
}


  9. Jan Held, Hani Itani, Anthony Cioppa, Silvio Giancola, Bernard Ghanem, and Marc Van Droogenbroeck. X-VARS: Introducing Explainability in Football Refereeing with Multi-Modal Large Language Models. In IEEE International Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), CVsports, volume 9, Seattle, Washington, USA, pages 3267-3279, June 2024. Keyword(s): Soccer, Football, Referee, Large language model, VAR, Explainability. 
    @inproceedings{Held2024XVARS,
title = {{X-VARS}: Introducing Explainability in Football Refereeing with Multi-Modal Large Language Models},
author = {Held, Jan and Itani, Hani and Cioppa, Anthony and Giancola, Silvio and Ghanem, Bernard and Van Droogenbroeck, Marc},
booktitle = {IEEE International Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), CVsports},
volume = {9},
pages = {3267-3279},
month = {June},
year = {2024},
address = {Seattle, Washington, USA},
keywords = {Soccer, Football, Referee, Large language model, VAR, Explainability},
doi = {10.1109/cvprw63382.2024.00332},
url = {https://doi.org/10.1109/CVPRW63382.2024.00332} 
}


  10. Arnaud Leduc, Anthony Cioppa, Silvio Giancola, Bernard Ghanem, and Marc Van Droogenbroeck. SoccerNet-Depth: a Scalable Dataset for Monocular Depth Estimation in Sports Videos. In IEEE International Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), CVsports, volume 12, Seattle, Washington, USA, pages 3280-3282, June 2024. Keyword(s): Soccer, SoccerNet, Football, Depth estimation, Volley-ball, Synthetic data, Dataset. 
    @inproceedings{Leduc2024SoccerNetDepth,
title = {{SoccerNet-Depth}: a Scalable Dataset for Monocular Depth Estimation in Sports Videos},
author = {Leduc, Arnaud and Cioppa, Anthony and Giancola, Silvio and Ghanem, Bernard and Van Droogenbroeck, Marc},
booktitle = {IEEE International Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), CVsports},
volume = {12},
pages = {3280-3282},
month = {June},
year = {2024},
address = {Seattle, Washington, USA},
keywords = {Soccer, SoccerNet, Football, Depth estimation, Volley-ball, Synthetic data, Dataset},
doi = {10.1109/cvprw63382.2024.00333},
url = {https://doi.org/10.1109/CVPRW63382.2024.00333} 
}


  11. Floriane Magera, Thomas Hoyoux, Olivier Barnich, and Marc Van Droogenbroeck. A Universal Protocol to Benchmark Camera Calibration for Sports. In IEEE International Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), CVsports, Seattle, Washington, USA, pages 3335-3346, June 2024. Keyword(s): Sports, Soccer, Camera calibration, Benchmarking, SoccerNet. 
    @inproceedings{Magera2024AUniversal,
title = {A Universal Protocol to Benchmark Camera Calibration for Sports},
author = {Magera, Floriane and Hoyoux, Thomas and Barnich, Olivier and Van Droogenbroeck, Marc},
booktitle = {IEEE International Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), CVsports},
pages = {3335-3346},
month = {June},
year = {2024},
address = {Seattle, Washington, USA},
keywords = {Sports, Soccer, Camera calibration, Benchmarking, SoccerNet},
doi = {10.1109/cvprw63382.2024.00338},
url = {https://doi.org/10.1109/CVPRW63382.2024.00338} 
}


  12. Vladimir Somers, Victor Joos, Silvio Giancola, Anthony Cioppa, Seyed Abolfazl Ghasemzadeh, Floriane Magera, Baptiste Standaert, AmirMohammad Mansourian, Xin Zhou, Shohreh Kasaei, Bernard Ghanem, Alexandre Alahi, Marc Van Droogenbroeck, and Christophe De Vleeschouwer. SoccerNet Game State Reconstruction: End-to-End Athlete Tracking and Identification on a Minimap. In IEEE International Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), CVsports, Seattle, Washington, USA, pages 3293-3305, June 2024. Keyword(s): Soccer, SoccerNet, Football, Game state. 
    @inproceedings{Somers2024SoccerNetGameState,
title = {{SoccerNet} Game State Reconstruction: End-to-End Athlete Tracking and Identification on a Minimap},
author = {Somers, Vladimir and Joos, Victor and Giancola, Silvio and Cioppa, Anthony and Ghasemzadeh, Seyed Abolfazl and Magera, Floriane and Standaert, Baptiste and Mansourian, AmirMohammad and Zhou, Xin and Kasaei, Shohreh and Ghanem, Bernard and Alahi, Alexandre and Van Droogenbroeck, Marc and De Vleeschouwer, Christophe},
booktitle = {IEEE International Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), CVsports},
pages = {3293-3305},
month = {June},
year = {2024},
address = {Seattle, Washington, USA},
keywords = {Soccer, SoccerNet, Football, Game state},
doi = {10.1109/cvprw63382.2024.00334},
url = {https://doi.org/10.1109/CVPRW63382.2024.00334} 
}


  13. Marc Van Droogenbroeck. Metrics and Performance Evaluation of AI-based Moving Object Detection: A Revisitation. In Asian Conference on Computer Vision Workshops (ACCV Workshops), International Workshop on AI-based All-Weather Surveillance System (AWSS), Hanoi, Vietnam, pages 1-29, December 2024. Keyword(s): Performance, Evaluation, Tile, Classification, Two-class classification, Binary classification, Theory, Ranking, Score, Summarization, Satisifaction, Importance. 
    @inproceedings{Vandroogenbroeck2024Metrics,
title = {Metrics and Performance Evaluation of {AI}-based Moving Object Detection: A Revisitation},
author = {Van Droogenbroeck, Marc},
booktitle = {Asian Conference on Computer Vision Workshops (ACCV Workshops), International Workshop on AI-based All-Weather Surveillance System (AWSS)},
pages = {1-29},
month = {December},
year = {2024},
address = {Hanoi, Vietnam},
keywords = {Performance, Evaluation, Tile, Classification, Two-class classification, Binary classification, Theory, Ranking, Score, Summarization, Satisifaction, Importance} url = {https://hdl.handle.net/2268/325415} 
}



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