Recent advancements in intelligent surveillance systems for video analysis have been a
topic of great interest in the research community due to the vast number of applications to …

Violence detection has been studied in computer vision for years. However, previous work
are either superficial, eg, classification of short-clips, and the single scenario, or …

In today's scenario, there are frequent events (viz. political rallies, live concerts, strikes,
sports meet) occur in which many people gather to participate in the event. In crowded areas …

In recent years, surveillance cameras are widely deployed in public places, and the general
crime rate has been reduced significantly due to these ubiquitous devices. Usually, these …

Violent video constitutes a threat to public security, and effective detection algorithms are in
urgent need. In order to improve the detection accuracy of 3D convolutional neural networks …

Movies have become one of the major sources of entertainment in the current era, which are
based on diverse ideas. Action movies have received the most attention in last few years …

CCTVs have since long been used to enforce security, eg to detect fights arising from many
different situations. But their effectiveness is questionable, because they rely on continuous …

In this paper, we have explored different strategies to find out the saliency of the features
from different pretrained models in detecting violence in videos. A dataset has been created …

Determining whether given video frames contain violent content is a basic problem in
violence detection. Visual and audio information are useful for detecting violence included in …

In our constantly monitored world, surveillance cameras play a crucial role in curbing crime
and violence in public spaces by serving as a deterrent. To enhance their effectiveness …