Audio surveillance: A systematic review
Despite surveillance systems becoming increasingly ubiquitous in our living environment,
automated surveillance, currently based on video sensory modality and machine …
automated surveillance, currently based on video sensory modality and machine …
Not only look, but also listen: Learning multimodal violence detection under weak supervision
Violence detection has been studied in computer vision for years. However, previous work
are either superficial, eg, classification of short-clips, and the single scenario, or …
are either superficial, eg, classification of short-clips, and the single scenario, or …
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 clap**, walking or jogging, the detection of fights or in general aggressive behaviors …
like clap**, walking or jogging, the detection of fights or in general aggressive behaviors …
Affect in multimedia: Benchmarking violent scenes detection
In this article, we report on the creation of a publicly available, common evaluation
framework for Violent Scenes Detection (VSD) in Hollywood and YouTube videos. We …
framework for Violent Scenes Detection (VSD) in Hollywood and YouTube videos. We …
Multimodal fusion methods with deep neural networks and meta-information for aggression detection in surveillance
Multimodal fusion has become one of the hottest topics in affective computing and other
research areas. Yet, this topic is less studied in surveillance systems. In general, it focused …
research areas. Yet, this topic is less studied in surveillance systems. In general, it focused …
Fight recognition in video using hough forests and 2D convolutional neural network
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 …
recognition of particular events, such as aggressive behaviors, or fights, has been relatively …
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 …
urgent need. In order to improve the detection accuracy of 3D convolutional neural networks …
Fast violence detection in video
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 …
detection of fights or in general aggressive behavior has been comparatively less studied …
Violence detection in videos based on fusing visual and audio information
Determining whether given video frames contain violent content is a basic problem in
violence detection. Visual and audio information are useful for detecting violence included in …
violence detection. Visual and audio information are useful for detecting violence included in …
Fast fight detection
Action recognition has become a hot topic within computer vision. However, the action
recognition community has focused mainly on relatively simple actions like clap** …
recognition community has focused mainly on relatively simple actions like clap** …