288 citations · 346 across the 24 of their papers we have counts for
5 papers · 1 filter
ReL-SAR: Representation Learning for Skeleton Action Recognition with Convolutional Transformers and BYOL
Safwen Naimi, Wassim Bouachir, Guillaume-Alexandre Bilodeau
To extract robust and generalizable skeleton action recognition features, large amounts of well-curated data are typically required, which is a challenging task hindered by annotat…
Unveiling Hidden Factors: Explainable AI for Feature Boosting in Speech Emotion Recognition
Alaa Nfissi, Wassim Bouachir, Nizar Bouguila +1
Speech emotion recognition (SER) has gained significant attention due to its several application fields, such as mental health, education, and human-computer interaction. However,…
Iterative Feature Boosting for Explainable Speech Emotion Recognition
Alaa Nfissi, Wassim Bouachir, Nizar Bouguila +1
In speech emotion recognition (SER), using predefined features without considering their practical importance may lead to high dimensional datasets, including redundant and irrelev…
STF: Spatio-Temporal Fusion Module for Improving Video Object Detection
Noreen Anwar, Guillaume-Alexandre Bilodeau, Wassim Bouachir
Consecutive frames in a video contain redundancy, but they may also contain relevant complementary information for the detection task. The objective of our work is to leverage this…
Detection of Micromobility Vehicles in Urban Traffic Videos
Khalil Sabri, Célia Djilali, Guillaume-Alexandre Bilodeau +2
Urban traffic environments present unique challenges for object detection, particularly with the increasing presence of micromobility vehicles like e-scooters and bikes. To address…