Violence detection in video using computer vision techniques

E Bermejo Nievas, O Deniz Suarez… - Computer Analysis of …, 2011 - Springer
Whereas the action recognition community has focused mostly on detecting simple actions
like clapping, walking or jogging, the detection of fights or in general aggressive behaviors …

Bidirectional convolutional lstm for the detection of violence in videos

A Hanson, K Pnvr, S Krishnagopal… - Proceedings of the …, 2018 - openaccess.thecvf.com
The field of action recognition has gained tremendous traction in recent years. A subset of
this, detection of violent activity in videos, is of great importance, particularly in unmanned …

Fight recognition in video using hough forests and 2D convolutional neural network

I Serrano, O Deniz… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
While action recognition has become an important line of research in computer vision, the
recognition of particular events, such as aggressive behaviors, or fights, has been relatively …

Senguard: Passive user identification on smartphones using multiple sensors

W Shi, J Yang, Y Jiang, F Yang… - 2011 IEEE 7th …, 2011 - ieeexplore.ieee.org
User identification and access control have become a high demand feature on mobile
devices because those devices are wildly used by employees in corporations and …

A novel violent video detection scheme based on modified 3d convolutional neural networks

W Song, D Zhang, X Zhao, J Yu, R Zheng… - IEEE Access, 2019 - ieeexplore.ieee.org
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 …

An overview of audio event detection methods from feature extraction to classification

E Babaee, NB Anuar, AW Abdul Wahab… - applied artificial …, 2017 - Taylor & Francis
Audio streams, such as news broadcasting, meeting rooms, and special video comprise
sound from an extensive variety of sources. The detection of audio events including speech …

Fast violence detection in video

O Deniz, I Serrano, G Bueno… - … conference on computer …, 2014 - ieeexplore.ieee.org
Whereas the action recognition problem has become a hot topic within computer vision, the
detection of fights or in general aggressive behavior has been comparatively less studied …

Fast fight detection

I Serrano Gracia, O Deniz Suarez, G Bueno Garcia… - PloS one, 2015 - journals.plos.org
Action recognition has become a hot topic within computer vision. However, the action
recognition community has focused mainly on relatively simple actions like clapping …

Violence detection in videos by combining 3D convolutional neural networks and support vector machines

S Accattoli, P Sernani, N Falcionelli… - Applied Artificial …, 2020 - Taylor & Francis
Video-surveillance has always been a vital tool to enforce safety in both public and private
environments. Even though (smart) cameras are nowadays relatively widespread and …

UAV surveillance for violence detection and individual identification

A Srivastava, T Badal, P Saxena, A Vidyarthi… - Automated Software …, 2022 - Springer
Violence detection and face recognition of the individuals involved in the violence has an
influence that's noticeable on the development of automated video surveillance research …