An intelligent video analytics model for abnormal event detection in online surveillance video

A Balasundaram, C Chellappan - Journal of Real-Time Image Processing, 2020 - Springer
video analytics calculates and provides security measures that have a significant impact in
preventing anomalies. Video analytics … is motivated towards integrating video analytics into a …

Technical trends of abnormal event detection in video analytics

CY Jeong, JW Han - Electronics and Telecommunications Trends, 2012 - koreascience.kr
… Sarrafzadeh, “Fast GPU-based Space-Time Correlation for Activity Recognition in Video
Sequences,” Proc. IEEE/ACM/IFIP Workshop Embedded Syst. Real-Time Multimedia, 2008. …

Video analytics architecture with metadata event-engine for urban safe cities

D Eneko Ruiz de Gauna, E Irigoyen, I Cejudo… - Proceedings of the …, 2021 - dl.acm.org
video contents to perform video analysis in the cloud is the limitation set by the bandwidth.
Sending big amounts of real-time video … a complete video analytic framework architecture, …

[PDF][PDF] Augmenting video analytics using stream and complex event processing

AJ Aved - The University of Texas at Arlington, 2017 - itlab.uta.edu
… The goal of this project is to augment the work in traditional image and video analysis to
support video analytics in different ways. This work is not intended to support arbitrary queries …

Video analytics for visual surveillance and applications: An overview and survey

IE Olatunji, CH Cheng - … of Learning and Analytics in Intelligent Systems, 2019 - Springer
… is to convert observed scenes into quantitative and actionable intelligence that can provide
real-time situational awareness of an event of interest as well as post-event evaluation. …

Live video analytics as a service

GH Apostolo, P Bauszat, V Nigade, HE Bal… - Proceedings of the 2nd …, 2022 - dl.acm.org
analysis in §3). In this paper, we present our vision for live video analytics, advocating for a
concept known as live-video… may also have an event matching windows where the analysis is …

Video analytics revisited

A Choudhary, S Chaudhury - IET Computer Vision, 2016 - Wiley Online Library
… Post-event analysis or analysing huge volumes of video data to learn the patterns of behaviour
is important for taking informed and intelligent decisions in various areas such as traffic …

On the use of semantic technologies for video analytics

L Greco, P Ritrovato, M Vento - Journal of Ambient Intelligence and …, 2021 - Springer
video analytics systems. In general, a video analytics system must be able to analyze video
… included, from sensor analytics for event detection to sophisticated image, video and audio …

[HTML][HTML] Video analytics using deep learning for crowd analysis: a review

MR Bhuiyan, J Abdullah, N Hashim… - Multimedia Tools and …, 2022 - Springer
… The ability to gradient 3D is calculated for video events in this paper. Research on the
power and effectiveness of 3D gradient functions for unusual occasional detection [52]. In the …

A lagrangian framework for video analytics

A Kuhn, T Senst, I Keller, T Sikora… - 2012 IEEE 14th …, 2012 - ieeexplore.ieee.org
… for an automated image analysis as well as compact visual analysis of image sequences in
its … motion analysis, and automated detection of abnormal events within video sequences. …