Personnel Recognition Algorithms combine biometric recognition technology and data analysis methods to accurately identify and analyze individuals' identities, behaviors, and crowd density. By monitoring real-time biometric features, behavioral patterns, and movement, these algorithms are widely applied in security, public safety, and smart city sectors, enhancing security management, personnel flow monitoring, and emergency response capabilities.