Human violence recognition in video surveillance in real-time

HA Huillcen Baca, F de Luz Palomino Valdivia… - Future of Information …, 2023 - Springer
The automatic detection of human violence in video surveillance is an area of great attention
due to its application in security, monitoring, and prevention systems. Detecting violence in …

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 …

Two-stream Multi-dimensional Convolutional Network for Real-time Violence Detection

DK Ghosh, A Chakrabarty - arXiv preprint arXiv:2211.04255, 2022 - arxiv.org
The increasing number of surveillance cameras and security concerns have made automatic
violent activity detection from surveillance footage an active area for research. Modern deep …

An efficient violence detection approach for smart cities surveillance system

M Khan, W Gueaieb, A El Saddik… - 2023 IEEE …, 2023 - ieeexplore.ieee.org
Detecting violence in surveillance videos is crucial in activity recognition, with wide-ranging
applications in unmanned aerial vehicles (UAVs), internet video filtering, and related …

Violence Detection in Videos Using Deep Learning: A Survey

G Kaur, S Singh - … Technology and Computing: Proceedings of AICTC …, 2022 - Springer
There is a significant need of intelligent surveillance systems to monitor people and
recognize their violent behavior at public environments (like banks, hospitals, market …

RWF-2000: an open large scale video database for violence detection

M Cheng, K Cai, M Li - 2020 25th International Conference on …, 2021 - ieeexplore.ieee.org
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 …

Robust real-time violence detection in video using cnn and lstm

AMR Abdali, RF Al-Tuma - 2019 2nd Scientific Conference of …, 2019 - ieeexplore.ieee.org
Detection of a violence event in surveillance systems is playing a significant role in law
enforcement and city safety. The effectiveness of violence event detectors measures by the …

Feature fusion based deep spatiotemporal model for violence detection in videos

M Asad, Z Yang, Z Khan, J Yang, X He - … 12–15, 2019, Proceedings, Part I …, 2019 - Springer
It is essential for public monitoring and security to detect violent behavior in surveillance
videos. However, it requires constant human observation and attention, which is a …

Violence recognition from videos using deep learning techniques

MM Soliman, MH Kamal, MAEM Nashed… - 2019 Ninth …, 2019 - ieeexplore.ieee.org
Automatic recognition of violence between individuals or crowds in videos has a broad
interest. In this work, an end-to-end deep neural network model for the purpose of …

Efficient violence detection using 3d convolutional neural networks

J Li, X Jiang, T Sun, K Xu - 2019 16th IEEE International …, 2019 - ieeexplore.ieee.org
Automatically analyzing violent content in surveillance videos is of profound significance on
many applications, ranging from Internet video filtration to public security protection. In this …