Elasticedge: An intelligent elastic edge framework for live video analytics

H Sun, Q Li, K Sha, Y Yu - IEEE Internet of Things Journal, 2022 - ieeexplore.ieee.org
… the performance of edge video analytics systems based on ROIs in the video stream. Unlike
… Shi, “Edgebox: Live edge video analytics for near real-time event detection,” in 2018 IEEE/…

Scene-Based Video Analytics Studio

CW Liao, KH Chan, WT Chang… - 2014 IEEE International …, 2014 - ieeexplore.ieee.org
… Usually, we need to track quite a few visual events in a video. Each of them might … video
analytic studio consisting of three major components, which are an automatic video analysis

[PDF][PDF] Video analytics for conflict monitoring and human rights documentation

JD Aronson, S Xu, A Hauptmann - Center for Human Fights …, 2015 - kilthub.cmu.edu
In this technical report, we describe how a powerful machine learning and computer vision-‐based
video analysis system called Event Labeling through Analytic Media Processing(E-‐…

Visual analytics for video applications

P Tanisaro, J Schöning, K Kurzhals… - it-Information …, 2015 - degruyter.com
… The behavior analysis of one specific man, based on the video … by monitoring expected and
unexpected events, such as the … The monitoring of events can also be supported by analytics

On-demand Forensic Video Analytics for Large-Scale Surveillance Systems

M DeAngelus, R Duarte, Z Elko… - 2019 IEEE International …, 2019 - ieeexplore.ieee.org
… collaborative analysis and investigation across disparate video systems. The FLORIDA project
[8] presents a scalable audiovideo analytics platform specifically for post-event analysis of …

A video analytics framework for amorphous and unstructured anomaly detection

M Mueller, P Karasev, I Kolesov… - 2011 18th IEEE …, 2011 - ieeexplore.ieee.org
… as principal component analysis (PCA) [1], these diffuse events do not … events. In the
following sections, a general detection framework for amorphous and unstructured events in video

InSocialNet: Interactive visual analytics for role—Event videos

Y Pan, Z Niu, J Wu, J Zhang - Computational Visual Media, 2019 - Springer
video analytics tool for analyzing the contents of role–event videos. It automatically and
dynamically constructs social networks from role–event … for interactive analysis of video contents. …

Distributed edge-based video analytics on the move

J King, YC Lee - arXiv preprint arXiv:2206.14414, 2022 - arxiv.org
video analytics. As the name suggests, video analytics concerns the automated analysis of
video … in question and an enum identifying which VideoFragment the event is intended for. …

Video big data analytics in the cloud: A reference architecture, survey, opportunities, and open research issues

A Alam, I Ullah, YK Lee - IEEE Access, 2020 - ieeexplore.ieee.org
… gap among large-scale video analytics challenges, big data … the video analytics domain
and the characteristics of video big … Video analytics against complex events is a nontrivial task. …

Big data analytics for video surveillance

BN Subudhi, DK Rout, A Ghosh - Multimedia Tools and Applications, 2019 - Springer
Video analytic otherwise known as video content analysis (VCA), involves a number of … If
the video data is stored only when some important event is occurring then the storage problem …