2 papers
cs.CV2025
Transfer Learning-based Real-time Handgun Detection
Youssef Elmir
Traditional surveillance systems rely on human attention, limiting their effectiveness. This study employs convolutional neural networks and transfer learning to develop a real-tim…
cs.CV2024
Intelligent Video Recording Optimization using Activity Detection for Surveillance Systems
Youssef Elmir, Hayet Touati, Ouassila Melizou
Surveillance systems often struggle with managing vast amounts of footage, much of which is irrelevant, leading to inefficient storage and challenges in event retrieval. This paper…