Tuna swarm algorithm with deep learning enabled violence detection in smart video surveillance systems

G Aldehim, MM Asiri, M Aljebreen, A Mohamed… - IEEE …, 2023 - ieeexplore.ieee.org
In smart video surveillance systems, violence detection becomes challenging to ensure
public safety and security. With the proliferation of surveillance cameras in public areas …

Automated violence detection in video crowd using spider monkey-grasshopper optimization oriented optimal feature selection and deep neural network

AJ Naik, MT Gopalakrishna - Journal of Control, Automation and Electrical …, 2022 - Springer
There is an increasing demand for automated violence detection with a wide range of
threats in society and less manpower to monitor them. Especially, detecting violence in …

Video surveillance for violence detection using deep learning

M Sharma, R Baghel - Advances in Data Science and Management …, 2020 - Springer
In order to detect violence through surveillance cameras, we provide a neural architecture
which can sense violence and can be a measure to prevent any chaos. This architecture …

A real time crime scene intelligent video surveillance systems in violence detection framework using deep learning techniques

KB Sahay, B Balachander, B Jagadeesh… - Computers and …, 2022 - Elsevier
Surveillance system research is now experiencing great expansion. Surveillance cameras
put in public locations such as offices, hospitals, schools, roads, and other locations can be …

Violence detection in surveillance video using low-level features

P Zhou, Q Ding, H Luo, X Hou - PLoS one, 2018 - journals.plos.org
It is very important to automatically detect violent behaviors in video surveillance scenarios,
for instance, railway stations, gymnasiums and psychiatric centers. However, the previous …

Real time violence detection in surveillance videos using Convolutional Neural Networks

Irfanullah, T Hussain, A Iqbal, B Yang… - Multimedia Tools and …, 2022 - Springer
Real-time violence detection with the use of surveillance is the process of using live videos
to detect violent and irregular behavior. In organizations, they use some potential …

Video Violence Detection Using LSTM and Transformer Networks Through Grid Search-Based Hyperparameters Optimization.

MA Soeleman, C Supriyanto… - … Journal of Safety & …, 2022 - search.ebscohost.com
The security system in public places can be improved by automatically detecting violence.
Deep learning has recently gained popularity as a solution to classification problems, which …

State-of-the-art violence detection techniques in video surveillance security systems: a systematic review

B Omarov, S Narynov, Z Zhumanov, A Gumar… - PeerJ Computer …, 2022 - peerj.com
We investigate and analyze methods to violence detection in this study to completely
disassemble the present condition and anticipate the emerging trends of violence discovery …

A Yolo-based Violence Detection Method in IoT Surveillance Systems

H Gao - International Journal of Advanced Computer Science …, 2023 - search.proquest.com
Violence detection in Internet of Things (IoT)-based surveillance systems has become a
critical research area due to their potential to provide early warnings and enhance public …

Real life violence detection in surveillance videos using spatiotemporal features

A Srivastava, T Badal, R Singh - Proceedings of the 2021 Thirteenth …, 2021 - dl.acm.org
Automatic violence detection has remarkable importance from practical and academic point
of view. Generally speaking, detecting violence in a crowded locality, via computational …