Edge video analytics for public safety: A review

Q Zhang, H Sun, X Wu, H Zhong - Proceedings of the IEEE, 2019 - ieeexplore.ieee.org
… We first introduce video analytics for public safety and edge computing, followed by a … from
edge video analytics in Section II. The public safety applications and related video analytics

[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] A video analytics system for person detection combined with edge computing

E Maltezos, P Lioupis, A Dadoukis, L Karagiannidis… - Computation, 2022 - mdpi.com
… response, public safety, and civil … a Video Analytics Edge Computing (VAEC) system that
performs real-time enhanced situation awareness for person detection in a video surveillance

[PDF][PDF] Video Analytics in Public Safety

J Contestabile, J Powell, JJ Corso, G Friedland, P Tu… - nist.gov
… challenges in the public safety video landscape, public safety video analytics research and
… enrichment of the public safety video ecosystem with automated video analysis capabilities: …

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
edge video analytics can be summarized as follows: 1) Review of the current state of the art
in edge video analytics, … and lighting management converge, fostering both public safety and …

Edge Video Analytics: A Survey on Applications, Systems and Enabling Techniques

R Xu, S Razavi, R Zheng - IEEE Communications Surveys & …, 2023 - ieeexplore.ieee.org
… basic components of a video analytics pipeline (VAP). However, the discussions on enabling
techniques and EVA systems are limited to VA application cases in public safety. In addition…

[HTML][HTML] Understanding policy and technical aspects of ai-enabled smart video surveillance to address public safety

BR Ardabili, AD Pazho, GA Noghre, C Neff… - Computational Urban …, 2023 - Springer
video surveillance system that holistically combines computer vision analytics, statistical data
analytics, … qualitative metrics to evaluate intelligent video surveillance systems. The system …

mVideo: Edge computing based mobile video processing systems

H Sun, Y Yu, K Sha, B Lou - IEEE Access, 2019 - ieeexplore.ieee.org
… are used in video analytics for public safety because of … public place and traffic safety [8]
[11] [12]. DNN-based algorithms achieve a higher detection accuracy [13] [14] in video analytics

Design and implementation of video analytics system based on edge computing

Y Chen, Y Xie, Y Hu, Y Liu… - … Conference on Cyber …, 2018 - ieeexplore.ieee.org
… The real-time video analytics is widely used in public safety, locating people, traffic accident
detection and so on [2]. In US, the police are now considering the use of body-worn cameras…

A distributed video analytics architecture based on edge-computing and federated learning

AB Sada, MA Bouras, J Ma, H Runhe… - 2019 IEEE Intl Conf on …, 2019 - ieeexplore.ieee.org
… Many essential applications such as public safety, surveillance and traffic control rely …
edge devices and the cloud. In this work, we propose an edge computing-based video analytics