Video coding for machines: A paradigm of collaborative compression and intelligent analytics

L Duan, J Liu, W Yang, T Huang… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
… compact features to satisfy various intelligent video analytics tasks, by using significantly
less data than the compressed video itself. In particular, to meet the demand for large-scale …

Information management and video analytics: The future of intelligent video surveillance

B Coetzer, J van der Merwe, B Josephs - Video Surveillance, 2011 - books.google.com
… While we are convinced that Video Analytics will play the dominant role in intelligence
extraction… (Video analytics) and Intelligent analysis as the key factors for future Video Surveillance. …

[图书][B] Video analytics for business intelligence

A Hakeem, H Gupta, A Kanaujia, TE Choe, K Gunda… - 2012 - Springer
… and techniques in video analytics that can be applied to the business intelligence domain. …
of the art approaches in the field of video analytics, and also describe the various applications …

Decomposable intelligence on cloud-edge iot framework for live video analytics

Y Zhang, JH Liu, CY Wang… - IEEE Internet of Things …, 2020 - ieeexplore.ieee.org
… In this article, we propose a decomposable intelligence on a cloud-edge IoT (DICE-IoT…
video analytics to the IoTbased surveillance cameras called webcams. In the proposed intelligent

Intelligent video analytics for human action recognition: the state of knowledge

M Kulbacki, J Segen, Z Chaczko, JW Rozenblit… - Sensors, 2023 - mdpi.com
… action recognition methods for intelligent video analytics. We … classic and edge AI intelligent
video analytics systems in the … action recognition in intelligent video analytics, suggesting …

Distream: scaling live video analytics with workload-adaptive distributed edge intelligence

X Zeng, B Fang, H Shen, M Zhang - Proceedings of the 18th Conference …, 2020 - dl.acm.org
… systems aim to optimize live video analytics from a variety of … , a distributed live video analytics
system based on the smart … -throughput, and scalable live video analytics. The key behind …

Intelligent video analytics (iva) and surveillance system using machine learning and neural networks

K Shankar, V Iyer, K Iyer… - … Conference on Inventive …, 2020 - ieeexplore.ieee.org
… The Intelligent video analytics can be proven to be useful in many crowded places where
there … There are several challenges to video analytics but we highlight three main challenges. …

Intelligent video analytic for suspicious object detection: A systematic review

F Hidayat - 2020 International Conference on ICT for Smart …, 2020 - ieeexplore.ieee.org
… related to video analytic [3]. Other research also states that intelligent video analytics is …
The method most widely used since 2010-2019 for video analytics in surveillance systems …

Opportunities, applications, and challenges of edge-AI enabled video analytics in smart cities: a systematic review

E Badidi, K Moumane, F El Ghazi - IEEE Access, 2023 - ieeexplore.ieee.org
… The field of edge AI-enabled video analytics is currently in its nascent stage, characterized
by ongoing research endeavors focused on intelligent video analytics. This technology holds …

A literature review on video analytics of crowded scenes

M Thida, YL Yong, P Climent-Pérez, H Eng… - Intelligent Multimedia …, 2013 - Springer
video analysis. The rationale of our review is justified by a recent increase in intelligent
video … vision researchers have focused their research on intelligent solutions. The aim of this …