The increasing prevalence of surveillance cameras in smart cities, coupled with the surge of
online video applications, has heightened concerns regarding public security and privacy …

The increase in the deployment of surveillance camera in outdoor and indoor settings have
resulted in a growing demand for intelligent systems that can accurately detect and …

Video anomaly detection (VAD) holds immense importance across diverse domains such as
surveillance, healthcare, and environmental monitoring. While numerous surveys focus on …

Anomaly detection is a popular and vital task in various research contexts, which has been
studied for several decades. To ensure the safety of people's lives and assets, video …

Anomaly detection is critically important for intelligent surveillance systems to detect in a
timely manner any malicious activities. Many video anomaly detection approaches using …

Video Anomaly Detection (VAD) serves as a pivotal technology in the intelligent surveillance
systems, enabling the temporal or spatial identification of anomalous events within videos …

Human monitoring of surveillance cameras for anomaly detection may be exhaustive and
monotonous task as it requires constant attention to judge if the captured activities are …

The widespread adoption of video surveillance systems in public security and network
security domains has underscored the importance of video anomaly detection as a pivotal …

The video anomaly detection task typically involves identifying anomalous targets,
behaviors, and events in surveillance using only normal samples. Most mainstream anomaly …

Video surveillance systems are popular and used in public places such as market places,
shopping malls, hospitals, banks, streets, education institutions, city administrative offices …