With the popularity of surveillance equipment and the rise of intelligent surveillance, video
anomaly detection has gradually become a research hotspot. Among them, for video …

With the rapid development in technology in recent years, the use of cameras and the
production of video and image data have similarly increased. Therefore, there is a great …

Abnormal behavior detection is challenging and one of the growing research areas in
computer vision. The main aim of this research work is to focus on panic and escape …

Video anomaly detection is essential to distinguish abnormal events in large volumes of
surveillance video and can benefit many fields such as traffic management, public security …

Video anomaly detection is a challenging task that has received increasing attention in the
computer vision community. However, most existing methods train the model only once …

With the rapid development of global technology and economy, the problem of
environmental pollution has become more and more prominent, and people's environmental …

Video anomaly detection refers to the identification of abnormal behaviors that do not
conform to normal patterns. Reconstruction of video frames based on auto-encoder is the …

The surveillance applications generate enormous video data and present challenges to
video analysis for huge human labor cost. Reconstruction-based convolutional …