output
20182026
most citedD-STGCNT: A Dense Spatio-Temporal Graph Conv-GRU Network based on transformer for assessment of patient physical rehabilitation

45 citations

Showing cs.CVShow all

5 papers · 1 filter

cs.CV2026★ 1 cited

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…

cs.CV2026★ 1 cited

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…

cs.CV2025

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…

cs.CV2025

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…

cs.CV2022★ 4 cited

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…