Anomaly detection is one of the most researched topics in computer vision and machine
learning. Manual detection of an oddity in a video costs significant time and money, so there …

With the popularity of surveillance video, people's increased security awareness and
demand for risk warning, video anomaly detection is gradually gaining widespread attention …

An anomaly is a pattern, behavior, or event that does not frequently happen in an
environment. Video anomaly detection has always been a challenging task. Home security …

The number of surveillance cameras has increased considerably over the last decade, and
so is the research in order to reduce the human intervention in surveillance in order to …

Anomaly detection in surveillance videos is an extremely challenging task due to the
ambiguous definitions for abnormality. In a complex surveillance scenario, the kinds of …

Video anomaly detection refers to the detection and identification of events that deviate from
normal behavior, which has a wide range of applications in surveillance video. In this paper …

In recent years, designing and testing video anomaly detection methods have focused on
synthetic or unrealistic sequences. This has mainly four drawbacks: 1) events are controlled …

With the popularization of the city monitoring system, surveillance videos have been
increasingly presented. Traditional methods for video analytic require professionals to …

Anomaly detection and localization in surveillance videos have attracted broad attention in
both academic and industry for its importance to public safety, which however remain …

Anomaly detection in surveillance videos, as a special case of video-based action
recognition, is an important topic in multimedia community and public security. Currently …