45 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Centre d'économie et de sociologie appliquées à l'agriculture et aux espaces rurauxFR2 papers
- Cole Engineering Services (United States)US2 papers
- Arts et MétiersFR1 paper
- Centre de Recherche en InformatiqueFR1 paper
- Centre de Recherche en Informatique, Signal et Automatique de LilleFR1 paper
- Centre National de la Recherche ScientifiqueFR1 paper
- Emob-LabFR1 paper
- Entrepôts, Représentation et Ingénierie des ConnaissancesFR1 paper
- IMT Nord EuropeFR1 paper
- ITS (United Kingdom)GB1 paper
- Laboratoire d'Informatique, du Traitement de l'Information et des SystèmesFR1 paper
- Laboratoire d'Ingénierie Circulation TransportsFR1 paper
9 papers
Impact Detection in Fall Events: Leveraging Spatio-Temporal Graph Convolutional Networks and Recurrent Neural Networks Using 3D Skeletons Data
Tresor Y. Koffi, Youssef Mourchid, Mohammed Hindawi +1
Fall represents a significant risk of accidental death among individuals aged over 65, presenting a global health concern. A fall is defined as any event where a person loses balan…
DistillH-Mamba: A Hypergraph-Mamba-Based Knowledge Distillation Model for Efficient Impact Fall Detection
Tresor Y. Koffi, Youssef Mourchid, Mohammed Hindawi +1
Falls among the elderly represent a significant public health concern due to their prevalence, consequences, and societal burden. While deep learning has improved fall detection, a…
Kinetic Mining in Context: Few-Shot Action Synthesis via Text-to-Motion Distillation
Luca Cazzola, Ahed Alboody
The acquisition cost for large, annotated motion datasets remains a critical bottleneck for skeletal-based Human Activity Recognition (HAR). Although Text-to-Motion (T2M) generativ…
Online hand gesture recognition using Continual Graph Transformers
Rim Slama, Wael Rabah, Hazem Wannous
Online continuous action recognition has emerged as a critical research area due to its practical implications in real-world applications, such as human-computer interaction, healt…
CG-MER: A Card Game-based Multimodal dataset for Emotion Recognition
Nessrine Farhat, Amine Bohi, Leila Ben Letaifa +1
The field of affective computing has seen significant advancements in exploring the relationship between emotions and emerging technologies. This paper presents a novel and valuabl…
D-STGCNT: A Dense Spatio-Temporal Graph Conv-GRU Network based on transformer for assessment of patient physical rehabilitation
Youssef Mourchid, Rim Slama
This paper tackles the challenge of automatically assessing physical rehabilitation exercises for patients who perform the exercises without clinician supervision. The objective is…
Machine Learning and Feature Ranking for Impact Fall Detection Event Using Multisensor Data
Tresor Y. Koffi, Youssef Mourchid, Mohammed Hindawi +1
Falls among individuals, especially the elderly population, can lead to serious injuries and complications. Detecting impact moments within a fall event is crucial for providing ti…
SynWoodScape: Synthetic Surround-view Fisheye Camera Dataset for Autonomous Driving
Ahmed Rida Sekkat, Yohan Dupuis, Varun Ravi Kumar +4
Surround-view cameras are a primary sensor for automated driving, used for near-field perception. It is one of the most commonly used sensors in commercial vehicles primarily used…
Metadata Enrichment of Multi-Disciplinary Digital Library: A Semantic-based Approach
Hussein T. Al-Natsheh, Lucie Martinet, Fabrice Muhlenbach +2
In the scientific digital libraries, some papers from different research communities can be described by community-dependent keywords even if they share a semantically similar topi…