5G Edge Computing Experiments with Intelligent Resource Allocation for Multi-Application Video Analytics

TH Chao, JH Wu, Y Chiang… - 2021 30th Wireless and …, 2021 - ieeexplore.ieee.org
… We apply the intelligent algorithm RAMME for joint latency- and accuracy-aware live video
analytic services with multiple applications in our actual testbed. Referring to the previous …

A novel application/infrastructure co-design approach for real-time edge video analytics

M Mendieta, C Neff, D Lingerfelt, C Beam… - 2019 …, 2019 - ieeexplore.ieee.org
… This paper presented a novel infrastructure for distributed real-time Artificial Intelligence (AI)/Deep
Learning (DL) video analytics. The infrastructure consists of a cloud, edge servers, …

Aqua: Analytical quality assessment for optimizing video analytics systems

S Paul, U Drolia, YC Hu… - 2021 IEEE/ACM …, 2021 - ieeexplore.ieee.org
video analytics system, there are multiple analytics applications that are simultaneously
analyzing a video … example for a basic unit that any video analytics application might have. …

Video analytics for face detection and tracking

V Kulkarni, K Talele - 2020 2nd International Conference on …, 2020 - ieeexplore.ieee.org
Intelligent Video Systems and Video Analytics is managed by a wide collection in transportation,
security, health care and customer analytics. A Deep-Learning- based approach helps …

[PDF][PDF] Video Analytics Algorithm for Automatic Vehicle Classification (Intelligent Transport System)

A Javed - International Journal of Image, Graphics and Signal …, 2013 - mecs-press.org
Automated Vehicle detection and classification is an important component of intelligent
transport system. Due to significant importance in various fields such as traffic accidents …

The challenges and solutions for building an integrated video analytics platform

G Mathew - 2017 IEEE International Conference on Information …, 2017 - ieeexplore.ieee.org
… not provide a cross-VMS API for integrating video analytics. In most domains (especially
scientific, law enforcement and intelligence communities), investigators collaboratively work on …

[PDF][PDF] A SURVEY ON INTELLIGENT SURVEILLANCE VIDEO ANALYTICS SYSTEM USING VIDEO PROCESSING AND MACHINE LEARNING

PP Morey, SM Deshmukh, NN Khalsa - oaijse.com
… Yong, “Intelligent security video surveillance system based … Khatri, “Intelligent video
surveillance using soft biometrics,” … Wang, “Special issue on intelligent video surveillance for …

Towards cloud-edge collaborative online video analytics with fine-grained serverless pipelines

M Zhang, F Wang, Y Zhu, J Liu, Z Wang - Proceedings of the 12th ACM …, 2021 - dl.acm.org
… This paper proposes CEVAS, a cloud-edge collaborative video analytics system, which …
of the video streams. In the system, the optimal partition points of video analytics pipelines are …

A privacy preserving system for AI-assisted video analytics

C Lachner, T Rausch, S Dustdar - 2021 IEEE 5th International …, 2021 - ieeexplore.ieee.org
… Park, “Blockchain based privacy preserving multimedia intelligent video surveillance
using secure merkle tree,” Multimedia Tools and Applications, pp. 1–18, 2020. [9] A. …

A Software Architecture for Video Analytics

I Cabezas, J Palacios - 2020 10th International Conference on …, 2020 - ieeexplore.ieee.org
… in a captured scene, by artificial intelligence. It is a … of a video analytics software architecture,
interoperating with a city surveillance camera network, and providing two video analytics