Cabado, B., Cioppa, A., Giancola, S., Villa, A., Guijarro-Berdiñas, B., Padròn, E. J., Ghanem, B., & Van Droogenbroeck, M. (18 June 2024). Beyond the Premier: Assessing Action Spotting Transfer Capability Across Diverse Domains [Paper presentation]. IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), CVsports, Seattle, United States. |
Gérin, B.* , Halin, A.* , Cioppa, A.* , Henry, M.* , Ghanem, B., Macq, B., De Vleeschouwer, C., & Van Droogenbroeck, M. (June 2024). Multi-Stream Cellular Test-Time Adaptation of Real-Time Models Evolving in Dynamic Environments [Paper presentation]. IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), WAD, Seattle, United States. * These authors have contributed equally to this work. |
Held, J., Itani, H., Cioppa, A., Giancola, S., Ghanem, B., & Van Droogenbroeck, M. (June 2024). X-VARS: Introducing Explainability in Football Refereeing with Multi-Modal Large Language Models [Paper presentation]. International Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), CVsports. |
Leduc, A., Cioppa, A., Giancola, S., Ghanem, B., & Van Droogenbroeck, M. (June 2024). SoccerNet-Depth: a Scalable Dataset for Monocular Depth Estimation in Sports Videos [Paper presentation]. IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), CVsports. |
Somers, V.* , Joos, V.* , Cioppa, A.* , Giancola, S.* , Ghasemzadeh, S. A., Magera, F., Standaert, B., Mansourian, A. M., Zhou, X., Kasaei, S., Ghanem, B., Alahi, A., Van Droogenbroeck, M., & De Vleeschouwer, C. (June 2024). SoccerNet Game State Reconstruction: End-to-End Athlete Tracking and Identification on a Minimap [Paper presentation]. IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW). * These authors have contributed equally to this work. |
Eymaël, A.* , Vandeghen, R.* , Cioppa, A., Giancola, S., Ghanem, B., & Van Droogenbroeck, M. (2024). Efficient Image Pre-Training with Siamese Cropped Masked Autoencoders. ORBi-University of Liège. https://orbi.uliege.be/handle/2268/315425. * These authors have contributed equally to this work. |
Giancola, S.* , Cioppa, A.* , Georgieva, J., Billingham, J., Serner, A., Peek, K., Ghanem, B., & Van Droogenbroeck, M. (June 2023). Towards Active Learning for Action Spotting in Association Football Videos [Paper presentation]. IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), Vancouver, Canada. doi:10.48550/arXiv.2304.04220 * These authors have contributed equally to this work. |
Held, J.* , Cioppa, A.* , Giancola, S.* , Hamdi, A., Ghanem, B., & Van Droogenbroeck, M. (June 2023). VARS: Video Assistant Referee System for Automated Soccer Decision Making from Multiple Views [Paper presentation]. IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), Vancouver, Canada. doi:10.48550/arXiv.2304.04617 * These authors have contributed equally to this work. |
Mkhallati, H.* , Cioppa, A.* , Giancola, S.* , Ghanem, B., & Van Droogenbroeck, M. (June 2023). SoccerNet-Caption: Dense Video Captioning for Soccer Broadcasts Commentaries [Paper presentation]. IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), Vancouver, Canada. doi:10.48550/arXiv.2304.04565 * These authors have contributed equally to this work. |
Houyon, J.* , Cioppa, A.* , Ghunaim, Y., Alfarra, M., Halin, A., Henry, M., Ghanem, B., & Van Droogenbroeck, M. (2023). Online Distillation with Continual Learning for Cyclic Domain Shifts. IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, 2437-2446. doi:10.1109/CVPRW59228.2023.00242 * These authors have contributed equally to this work. |
Pierard, S., Cioppa, A., Halin, A., Vandeghen, R., Maxime Zanella, Benoît Macq, Saïd Mahmoudi, & Van Droogenbroeck, M. (30 March 2023). Pushing AI out of the lab with on-the-fly mixture domain adaptation [Paper presentation]. The European AI week, Brussels, Belgium. |
Cioppa, A., Giancola, S., Deliège, A., Somers, V., Magera, F., Mkhallati, H., Kang, L., Zhou, X., Cheng, Z., Ghanem, B., & Van Droogenbroeck, M. (21 February 2023). SoccerNet: Exploring the Game with Computer Vision [Poster presentation]. Rising Stars in AI Symposium 2023, Thuwal, Saudi Arabia. |
Pierard, S., Cioppa, A., Halin, A., Vandeghen, R., Maxime Zanella, Benoît Macq, Saïd Mahmoudi, & Van Droogenbroeck, M. (2023). Mixture Domain Adaptation to Improve Semantic Segmentation in Real-World Surveillance. In Proceedings of IEEE/CVF Winter Conference on Applications of Computer Vision (WACVW) (pp. 22-31). IEEE. doi:10.1109/wacvw58289.2023.00007 |
Giancola, S.* , Cioppa, A.* , Deliège, A., Magera, F., Somers, V., Kang, L., Zhou, X., Barnich, O., De Vleeschouwer, C., Alahi, A., Ghanem, B., Van Droogenbroeck, M., Darwish, A., Maglo, A., Clapés, A., Luyts, A., Boiarov, A., Xarles, A., Orcesi, A., ... Li, Z. (2022). SoccerNet 2022 Challenges Results. In ACM International Conference on Multimedia (pp. 75-86). New York, United States - New York: Association for Computing Machinery. doi:10.1145/3552437.3558545 * These authors have contributed equally to this work. |
Cantalloube, F., Christiaens, V., Cantero Mitjans, C., Nasedkin, E., Cioppa, A., Absil, O., Bonse, M. J., Delorme, P., Gomez Fernandez Blanco, C., Juillard, S., Mazoyer, J., Samland, M., Ruffio, J.-B., & Van Droogenbroeck, M. (2022). Exoplanet imaging data challenge, phase II: characterization of exoplanet signals in high-contrast images. In Adaptive Optics Systems VIII, volume 12185 (pp. 8-24). SPIE. doi:10.1117/12.2627968 |
Cioppa, A.* , Deliège, A.* , Giancola, S.* , Ghanem, B., & Van Droogenbroeck, M. (21 June 2022). Scaling up SoccerNet with multi-view spatial localization and re-identification. Scientific Data, 9 (1). doi:10.1038/s41597-022-01469-1 * These authors have contributed equally to this work. |
Cioppa, A.* , Giancola, S.* , Deliège, A.* , Kang, L.* , Zhou, X.* , Cheng, Z., Ghanem, B., & Van Droogenbroeck, M. (2022). SoccerNet-Tracking: Multiple Object Tracking Dataset and Benchmark in Soccer Videos. In IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (pp. 3490-3501). IEEE. doi:10.1109/CVPRW56347.2022.00393 * These authors have contributed equally to this work. |
Vandeghen, R.* , Cioppa, A.* , & Van Droogenbroeck, M. (2022). Semi-Supervised Training to Improve Player and Ball Detection in Soccer. In IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (pp. 3480-3489). IEEE. doi:10.1109/cvprw56347.2022.00392 * These authors have contributed equally to this work. |
Cioppa, A.* , Giancola, S.* , Deliège, A., Ghanem, B., & Van Droogenbroeck, M. (31 May 2022). Goal! A practical guide to soccer video understanding [Paper presentation]. Norwegian Artificial Intelligence Society Symposium, Oslo, Norway. * These authors have contributed equally to this work. |
Vandeghen, R.* , Cioppa, A.* , & Van Droogenbroeck, M. (03 May 2022). Semi-Supervised Training to Improve Detection for Satellite Images [Poster presentation]. AI4Copernicus: Earth Observation and Artificial Intelligence for a Safer World, Bruxelles, Belgium. * These authors have contributed equally to this work. |
Cioppa, A., Deliège, A., Giancola, S., Magera, F., Somers, V., Cheng, Z., Kang, L., Zhou, X., Ghanem, B., & Van Droogenbroeck, M. (2022). Soccer Player Tracking, Re-Identification, Camera Calibration and Action Spotting - SoccerNet Challenge 2022 [Paper presentation]. ACAD Research presentation. |
La Rocca, R., Cioppa, A., Van Droogenbroeck, M., Eppe, G., & Quinton, L. (2022). Relational Graph Convolutional Network for Robust Mass Spectrum Classification [Paper presentation]. The International Mass Spectrometry Conference 2022 (IMSC 2022), Maastricht, Netherlands. |
Cioppa, A., Deliège, A., Giancola, S., Seikavandi, M., Dueholm, J., Nasrollahi, K., Ghanem, B., Moeslund, T., & Van Droogenbroeck, M. (19 June 2021). SoccerNet challenge : Task presentation and winner announcement [Paper presentation]. IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), ActivityNet. |
Cioppa, A., Deliège, A., Magera, F., Giancola, S., Barnich, O., Ghanem, B., & Van Droogenbroeck, M. (2021). 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). IEEE. doi:10.1109/CVPRW53098.2021.00511 |
Deliège, A., Cioppa, A., Giancola, S., Seikavandi, M., Dueholm, J., Nasrollahi, K., Ghanem, B., Moeslund, T., & Van Droogenbroeck, M. (2021). SoccerNet-v2: A Dataset and Benchmarks for Holistic Understanding of Broadcast Soccer Videos. In IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (pp. 4508-4519). doi:10.1109/CVPRW53098.2021.00508 |
Cioppa, A. (2020). Real-time semantics in video sequences [Doctoral thesis, ULiège - Université de Liège]. ORBi-University of Liège. https://orbi.uliege.be/handle/2268/252147 |
Cioppa, A., Van Droogenbroeck, M., & Braham, M. (2020). Real-Time Semantic Background Subtraction. In Proceedings of the IEEE International Conference on Image Processing (ICIP) (pp. 3214-3218). doi:10.1109/ICIP40778.2020.9190838 |
Van Droogenbroeck, M., Braham, M., & Cioppa, A. (07 July 2020). Foreground and background detection method. |
Cioppa, A., Braham, M., & Van Droogenbroeck, M. (18 June 2020). Asynchronous Semantic Background Subtraction. Journal of Imaging, 6 (20), 1-20. doi:10.3390/jimaging6060050 |
Cioppa, A.* , Deliège, A.* , Giancola, S.* , Ghanem, B., Van Droogenbroeck, M., Gade, R., & Moeslund, T. B. (2020). A Context-Aware Loss Function for Action Spotting in Soccer Videos. IEEE Conference on Computer Vision and Pattern Recognition. Proceedings, 13123-13133. doi:10.1109/CVPR42600.2020.01314 * These authors have contributed equally to this work. |
Cioppa, A.* , Deliège, A.* , Noor, U. H., Gade, R., Van Droogenbroeck, M., & Moeslund, T. B. (2020). Multimodal and multiview distillation for real-time player detection on a football field. IEEE Conference on Computer Vision and Pattern Recognition. Proceedings, 3846-3855. doi:10.1109/CVPRW50498.2020.00448 * These authors have contributed equally to this work. |
Deliège, A., Cioppa, A., & Van Droogenbroeck, M. (04 March 2020). Ghost Loss to Question the Reliability of Training Data. IEEE Access, 8, 44774-44782. doi:10.1109/ACCESS.2020.2978283 |
Van Droogenbroeck, M., Deliège, A., & Cioppa, A. (19 December 2019). Image classification using neural networks. |
Van Droogenbroeck, M., Deliège, A., & Cioppa, A. (18 December 2019). Image classification using neural networks. |
Cioppa, A.* , Deliège, A.* , Istasse, M., De Vleeschouwer, C., & Van Droogenbroeck, M. (2019). ARTHuS: Adaptive Real-Time Human Segmentation in Sports through Online Distillation. Conference on Computer Vision and Pattern Recognition Workshops, 2505-2514. doi:10.1109/CVPRW.2019.00306 * These authors have contributed equally to this work. |
Deliège, A., Cioppa, A., & Van Droogenbroeck, M. (2019). An Effective Hit-or-Miss Layer Favoring Feature Interpretation as Learned Prototypes Deformations. In Thirty-Third AAAI Conference on Artificial Intelligence. |
Deliège, A.* , Cioppa, A.* , & Van Droogenbroeck, M.*. (18 June 2018). HitNet: a neural network with capsules embedded in a Hit-or-Miss layer, extended with hybrid data augmentation and ghost capsules. arXiv, 1806.06519. * These authors have contributed equally to this work. |
Cioppa, A., Deliège, A., & Van Droogenbroeck, M. (2018). A bottom-up approach based on semantics for the interpretation of the main camera stream in soccer games. In IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (pp. 1846-1855). IEEE. doi:10.1109/CVPRW.2018.00229 |