A comprehensive review on vision-based violence detection in surveillance videos
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 …
topic of great interest in the research community due to the vast number of applications to …
Novel deep feature fusion framework for multi-scenario violence detection
Detecting violence in various scenarios is a difficult task that requires a high degree of
generalisation. This includes fights in different environments such as schools, streets, and …
generalisation. This includes fights in different environments such as schools, streets, and …
Toward fast and accurate violence detection for automated video surveillance applications
Surveillance cameras are increasingly being used worldwide due to the proliferation of
digital video capturing, storage, and processing technologies. However, the large volume of …
digital video capturing, storage, and processing technologies. However, the large volume of …
A new approach for abnormal human activities recognition based on ConvLSTM architecture
Recognizing various abnormal human activities from video is very challenging. This problem
is also greatly influenced by the lack of datasets containing various abnormal human …
is also greatly influenced by the lack of datasets containing various abnormal human …
Bus violence: An open benchmark for video violence detection on public transport
The automatic detection of violent actions in public places through video analysis is difficult
because the employed Artificial Intelligence-based techniques often suffer from …
because the employed Artificial Intelligence-based techniques often suffer from …
Literature Review of Deep-Learning-Based Detection of Violence in Video
P Negre, RS Alonso, A González-Briones, J Prieto… - Sensors, 2024 - mdpi.com
Physical aggression is a serious and widespread problem in society, affecting people
worldwide. It impacts nearly every aspect of life. While some studies explore the root causes …
worldwide. It impacts nearly every aspect of life. While some studies explore the root causes …
An accurate violence detection framework using unsupervised spatial–temporal action translation network
Automatic human behavior monitoring is essential for surveillance cameras in public and
private environments. Violent action is challenging because the available violence dataset is …
private environments. Violent action is challenging because the available violence dataset is …
[HTML][HTML] Edge artificial intelligence and super-resolution for enhanced weapon detection in video surveillance
The prevalence of crimes involving handguns and knives underscores the importance of
early weapon detection. This, along with the spread of video surveillance systems, boosted …
early weapon detection. This, along with the spread of video surveillance systems, boosted …
Tuna swarm algorithm with deep learning enabled violence detection in smart video surveillance systems
In smart video surveillance systems, violence detection becomes challenging to ensure
public safety and security. With the proliferation of surveillance cameras in public areas …
public safety and security. With the proliferation of surveillance cameras in public areas …
FRMDB: Face recognition using multiple points of view
Although face recognition technology is currently integrated into industrial applications, it
has open challenges, such as verification and identification from arbitrary poses …
has open challenges, such as verification and identification from arbitrary poses …