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
… used in Edge AI-assisted video analytics in smart cities. It examines the various artificial …
in edge video analytics. It identifies the various applications of video analytics in smart cities, …

[HTML][HTML] Edge-computing video analytics for real-time traffic monitoring in a smart city

J Barthélemy, N Verstaevel, H Forehead, P Perez - Sensors, 2019 - mdpi.com
… of interest in a live video feed using video analytics. The most important feature of the sensor
is that it follows the edge-computing paradigm, ie, the video analytics are run directly on the …

[HTML][HTML] Leveraging edge intelligence for video analytics in smart city applications

A Rocha Neto, TP Silva, T Batista, FC Delicato… - Information, 2020 - mdpi.com
… In this context, we present a distributed system for video analytics designed to leverage edge
… all the requirements for building a robust video analytics platform in the smart city context. …

IoT video analytics for surveillance-based systems in smart cities

K Aminiyeganeh, RWL Coutinho… - Computer Communications, 2024 - Elsevier
… edge servers for the data analytics of video streamed by IoT … video analytics applications is
to perform the video analytics … required for local video analytics in smart cities. Moreover, we …

A scalable iot video data analytics for smart cities

MP Doan, HH Huynh, HX Huynh - EAI Endorsed Transactions …, 2019 - publications.eai.eu
… A number of platforms have been introduced for realtime video analytics. Yu [2] proposes a
framework integrating the complete chain of processing from the initial capture of video to the …

[PDF][PDF] Edge-based video analytic for smart cities

D Pudasaini, A Abhari - … Journal of Advanced Computer Science and …, 2021 - academia.edu
video data. In this research, we will propose video analytic system to process video data for
smart city … methods are more important phases of video analytic system. We will propose the …

A queueing model for video analytics applications of smart cities

M Sharifi, A Abhari, S Taghipour - 2021 Winter Simulation …, 2021 - ieeexplore.ieee.org
… This paper aims to find a proper methodology for evaluating job scheduling strategies for
a data-intensive application such as video analytics applications used for smart cities that …

Edge video analytics for public safety: A review

Q Zhang, H Sun, X Wu, H Zhong - Proceedings of the IEEE, 2019 - ieeexplore.ieee.org
… To better understand the video analytic effect on video, we take a typical video analytics
process with face recognition (shown in Fig. 2) as an example. Generally, as the …

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, …

EVA: A Distributed Optimization Architecture for Efficient Video Analytics for Smart Cities

Z Li, Y Huang, X Fu - Proceedings of the 18th Workshop on Mobility in …, 2023 - dl.acm.org
video analytics is resource-intensive, eg computation and bandwidth. In this paper, we
improve resource efficiency for intelligent video analytics via … in many video analytics applications …