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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 …
An overview of violence detection techniques: current challenges and future directions
Abstract The Big Video Data generated in today's smart cities has raised concerns from its
purposeful usage perspective, where surveillance cameras, among many others are the …
purposeful usage perspective, where surveillance cameras, among many others are the …
RWF-2000: An open large scale video database for violence detection
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 …
crime rate has been reduced significantly due to these ubiquitous devices. Usually, these …
Learning to detect violent videos using convolutional long short-term memory
Develo** a technique for the automatic analysis of surveillance videos in order to identify
the presence of violence is of broad interest. In this work, we propose a deep neural network …
the presence of violence is of broad interest. In this work, we propose a deep neural network …
[HTML][HTML] Violence detection using spatiotemporal features with 3D convolutional neural network
The worldwide utilization of surveillance cameras in smart cities has enabled researchers to
analyze a gigantic volume of data to ensure automatic monitoring. An enhanced security …
analyze a gigantic volume of data to ensure automatic monitoring. An enhanced security …
Efficient violence detection in surveillance
Intelligent video surveillance systems are rapidly being introduced to public places. The
adoption of computer vision and machine learning techniques enables various applications …
adoption of computer vision and machine learning techniques enables various applications …
Protest activity detection and perceived violence estimation from social media images
We develop a novel visual model which can recognize protesters, describe their activities by
visual attributes and estimate the level of perceived violence in an image. Studies of social …
visual attributes and estimate the level of perceived violence in an image. Studies of social …
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 …
for instance, railway stations, gymnasiums and psychiatric centers. However, the previous …
Robust real-time violence detection in video using cnn and lstm
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 …
enforcement and city safety. The effectiveness of violence event detectors measures by the …
Efficient violence detection using 3d convolutional neural networks
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 …
many applications, ranging from Internet video filtration to public security protection. In this …