1. Drishya Karki, Merey Ramazanova, Anthony Cioppa, Silvio Giancola, and Bernard Ghanem. Pixels or Positions? Benchmarking Modalities in Group Activity Recognition. arxiv, abs/2511.12606, 2025. Keyword(s): Group activity, Camera calibration, World Cup, SoccerNet-GAR, Tracking, Graph. [bibtex-entry]

1. 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]



2. 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. [bibtex-entry]

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