1. Anthony Cioppa. Real-time semantics in video sequences. PhD thesis, University of Liège, Belgium, December 2020. Keyword(s): Sport, Soccer, Football, Machine learning, Deep learning, Semantics, Video understanding, Real-time, Semantic segmentation, Action spotting, Dataset, Background subtraction, Online distillation, SoccerNet, DeepSport. [bibtex-entry]

1. Floriane Magera, Thomas Hoyoux, Olivier Barnich, and Marc Van Droogenbroeck. BroadTrack: Broadcast Camera Tracking for Soccer. In IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Tucson, Arizona, USA, pages 6177-6187, February 2025. Keyword(s): Calibration, Camera, Video, Sports, Soccer. [bibtex-entry]



2. Floriane Magera, Thomas Hoyoux, Martin Castin, Olivier Barnich, Anthony Cioppa, and Marc Van Droogenbroeck. Can Geometry Save Central Views for Sports Field Registration?. In IEEE International Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), CVsports, Nashville, Tennessee, USA, June 2025. Keyword(s): Camera, Calibration, Video, Ellipse, Circle, Field registration, Sports, Soccer, SoccerNet. [bibtex-entry]



3. 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]



4. 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]



5. 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]



6. 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]



7. Anthony Cioppa, Adrien Deliège, Maxime Istasse, Christophe De Vleeschouwer, and Marc Van Droogenbroeck. ARTHuS: Adaptive Real-Time Human Segmentation in Sports through Online Distillation. In IEEE International Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), CVsports, Long Beach, California, USA, pages 2505-2514, June 2019. Note: Best CVsports paper award. Keyword(s): Soccer, Semantic segmentation, Artificial intelligence, Machine learning, Deep learning, CNN, DeepSport, Best paper award. [bibtex-entry]

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