Deep Reinforcement Learning-Empowered Cost-Effective Federated Video Surveillance Management Framework
Dilshod Bazarov Ravshan Ugli,
Alaelddin F. Y. Mohammed,
Taeheum Na
et al.
Abstract:Video surveillance systems are integral to bolstering safety and security across multiple settings. With the advent of deep learning (DL), a specialization within machine learning (ML), these systems have been significantly augmented to facilitate DL-based video surveillance services with notable precision. Nevertheless, DL-based video surveillance services, which necessitate the tracking of object movement and motion tracking (e.g., to identify unusual object behaviors), can demand a significant portion of co… Show more
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