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. [bibtex-entry]



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. [bibtex-entry]



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. International Symposium on Multimedia (ISM), pp 71-78, December 2024. Keyword(s): SoccerNet, Audio, Commentary, Dataset. [bibtex-entry]



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. [bibtex-entry]



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. [bibtex-entry]



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. [bibtex-entry]



7. 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. [bibtex-entry]



8. 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. [bibtex-entry]

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. [bibtex-entry]



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. [bibtex-entry]



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. [bibtex-entry]



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. [bibtex-entry]



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. [bibtex-entry]



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. [bibtex-entry]



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. [bibtex-entry]



8. 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. [bibtex-entry]



9. 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. [bibtex-entry]



10. 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. [bibtex-entry]



11. 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. [bibtex-entry]



12. 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. [bibtex-entry]

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