211 citations · 921 across the 30 of their papers we have counts for
6 papers · 1 filter
Survey and synthesis of state of the art in driver monitoring
Anaïs Halin, Jacques G. Verly, Marc Van Droogenbroeck
Road-vehicle accidents are mostly due to human errors, and many such accidents could be avoided by continuously monitoring the driver. Driver monitoring (DM) is a topic of growing…
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…
M4Depth: Monocular depth estimation for autonomous vehicles in unseen environments
Michaël Fonder, Damien Ernst, Marc Van Droogenbroeck
Estimating the distance to objects is crucial for autonomous vehicles when using depth sensors is not possible. In this case, the distance has to be estimated from on-board mounted…
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…