14 citations · 21 across the 8 of their papers we have counts for
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cs.CV2025
Exploring Personalized Federated Learning Architectures for Violence Detection in Surveillance Videos
Mohammad Kassir, Siba Haidar, Antoun Yaacoub
The challenge of detecting violent incidents in urban surveillance systems is compounded by the voluminous and diverse nature of video data. This paper presents a targeted approach…
cs.CV2023★ 6 cited
Balancing Accuracy and Training Time in Federated Learning for Violence Detection in Surveillance Videos: A Study of Neural Network Architectures
Pajon Quentin, Serre Swan, Wissocq Hugo +3
This paper presents an investigation into machine learning techniques for violence detection in videos and their adaptation to a federated learning context. The study includes expe…