In today's security and monitoring landscape, remote surveillance has become a
cornerstone. However, its conventional role as a passive historical event recorder has …

With the proliferation of surveillance systems and the increasing need for public safety, real-
time violence detection has emerged as a crucial research area. This project presents a …

Traditional methods of violence detection in public spaces often struggle with low accuracy,
limited real-time capabilities, and an inability to handle complex spatiotemporal patterns …

The automation of surveillance systems, driven by the rapid development of computer vision
technology, has significantly enhanced the analysis of surveillance videos, particularly in …

Riot like situations styles serious consequences on societal and individual security and a
simple primary cautioning of any fierce, vehement, vicious, force-full or violent movement …

The worldwide utilization of surveillance cameras in smart cities has enabled researchers to
analyze a gigantic volume of data to ensure automatic monitoring. An enhanced security …

Amidst the unprecedented surge in online video content, the need for effective automated
violence detection systems has become paramount. This is particularly crucial given that …

It is of extensive importance to develop a technique for automatic surveillance video analysis
to recognize the presence of violence. In this work, to identify violent videos, we put forward …

The integration of Internet of Things (IoT) technology in industrial surveillance and the
proliferation of surveillance cameras in smart cities has empowered the development of real …

Many communities have installed surveillance cameras in an effort to deter and respond to
violence. Due to the difficulty of constantly monitoring such camera feeds, these systems are …