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Vd-net: An edge vision-based surveillance system for violence detection
The automation of surveillance systems, driven by the rapid development of computer vision
technology, has significantly enhanced the analysis of surveillance videos, particularly in …
technology, has significantly enhanced the analysis of surveillance videos, particularly in …
The role of international research collaboration and faculty related factors in publication citations: Evidence from Lebanon
The importance of international collaboration in the research field is well-documented, but its
impact on the number of citations received by research publications is not fully understood …
impact on the number of citations received by research publications is not fully understood …
Cue-net: violence detection video analytics with spatial crop** enhanced uniformerv2 and modified efficient additive attention
In this paper we introduce CUE-Net a novel architecture designed for automated violence
detection in video surveillance. As surveillance systems become more prevalent due to …
detection in video surveillance. As surveillance systems become more prevalent due to …
An ensemble based approach for violence detection in videos using deep transfer learning
G Kaur, S Singh - Multimedia Tools and Applications, 2024 - Springer
The detection of violence in videos has become an extremely valuable application in real-
life situations, which aim to maintain and protect people's safety. Despite the complexities …
life situations, which aim to maintain and protect people's safety. Despite the complexities …
Survey on video anomaly detection in dynamic scenes with moving cameras
The increasing popularity of compact and inexpensive cameras, eg dash cameras, body
cameras, and cameras equipped on robots, has sparked a growing interest in detecting …
cameras, and cameras equipped on robots, has sparked a growing interest in detecting …
Towards Real-world Violence Recognition via Efficient Deep Features and Sequential Patterns Analysis
Surveillance video analysis using automated AI-based techniques is a prominent research
field with real-world applications. Several techniques aiming at recognizing activities …
field with real-world applications. Several techniques aiming at recognizing activities …
BrutNet: A novel approach for violence detection and classification using DCNN with GRU
Abstract Automatic Violence Detection and Classification (AVDC) with deep learning has
garnered significant attention in computer vision research. This paper presents a novel …
garnered significant attention in computer vision research. This paper presents a novel …
Keyframe-guided video swin transformer with multi-path excitation for violence detection
C Li, X Yang, G Liang - The Computer Journal, 2024 - academic.oup.com
Violence detection is a critical task aimed at identifying violent behavior in video by
extracting frames and applying classification models. However, the complexity of video data …
extracting frames and applying classification models. However, the complexity of video data …
Efficient human violence recognition for surveillance in real time
HA Huillcen Baca, FL Palomino Valdivia… - Sensors, 2024 - mdpi.com
Human violence recognition is an area of great interest in the scientific community due to its
broad spectrum of applications, especially in video surveillance systems, because detecting …
broad spectrum of applications, especially in video surveillance systems, because detecting …
A hybrid model using 2D and 3D Convolutional Neural Networks for violence detection in a video dataset
In the era of Internet of Things (IoT), the data from edge devices, wearables and other
sensors have become available easily and can be efficiently used for knowledge extraction …
sensors have become available easily and can be efficiently used for knowledge extraction …