211 citations · 231 across the 7 of their papers we have counts for
11 papers
Ordinal Pooling
Adrien Deliège, Maxime Istasse, Ashwani Kumar +2
In the framework of convolutional neural networks, downsampling is often performed with an average-pooling, where all the activations are treated equally, or with a max-pooling ope…
Ghost Loss to Question the Reliability of Training Data
Adrien Deliège, Anthony Cioppa, Marc Van Droogenbroeck
Supervised image classification problems rely on training data assumed to have been correctly annotated; this assumption underpins most works in the field of deep learning. In cons…
Camera Calibration and Player Localization in SoccerNet-v2 and Investigation of their Representations for Action Spotting
Anthony Cioppa, Adrien Deliège, Floriane Magera +4
Soccer broadcast video understanding has been drawing a lot of attention in recent years within data scientists and industrial companies. This is mainly due to the lucrative potent…
Exoplanet Imaging Data Challenge: benchmarking the various image processing methods for exoplanet detection
F. Cantalloube, C. Gomez-Gonzalez, O. Absil +23
The Exoplanet Imaging Data Challenge is a community-wide effort meant to offer a platform for a fair and common comparison of image processing methods designed for exoplanet direct…
SoccerNet-v2: A Dataset and Benchmarks for Holistic Understanding of Broadcast Soccer Videos
Adrien Deliège, Anthony Cioppa, Silvio Giancola +6
Understanding broadcast videos is a challenging task in computer vision, as it requires generic reasoning capabilities to appreciate the content offered by the video editing. In th…
Multimodal and multiview distillation for real-time player detection on a football field
Anthony Cioppa, Adrien Deliège, Noor Ul Huda +3
Monitoring the occupancy of public sports facilities is essential to assess their use and to motivate their construction in new places. In the case of a football field, the area to…