Video analytics for visual surveillance and applications: An overview and survey

IE Olatunji, CH Cheng - … of Learning and Analytics in Intelligent Systems, 2019 - Springer
video analytic framework for video surveillance. This paper presents a general overview of
video analytics, … aspect of video analytics algorithms to form an intelligent video system (IVS). …

Real-time multi-camera video analytics system on GPU

P Guler, D Emeksiz, A Temizel, M Teke… - Journal of Real-Time …, 2016 - Springer
… is no complete GPU-based system implementing the whole set of video analytics algorithms
used for real-time video surveillance. Video surveillance systems typically consist of static …

[PDF][PDF] Vaas: video analytics at scale

F Bastani, O Moll, S Madden - 2020 - dspace.mit.edu
video analytics system for largescale datasets. Vaas provides an interactive interface to rapidly
develop and experiment with different workflows for solving a video analyticsvideo could …

Vss: A storage system for video analytics

B Haynes, M Daum, D He, A Mazumdar… - Proceedings of the …, 2021 - dl.acm.org
… We present a new video storage system (VSS) designed to decouple high-level video
operations … In this paper, we develop VSS, a video storage system designed to serve as storage …

The big data analytics and applications of the surveillance system using video structured description technology

Z Xu, L Mei, C Hu, Y Liu - Cluster Computing, 2016 - Springer
System”, which provides video retrieval and other video … architecture for next generation
public security system, and the “front … Section 3 gives the video structured description based big …

Live video analytics at scale with approximation and {Delay-Tolerance}

H Zhang, G Ananthanarayanan, P Bodik… - … USENIX Symposium on …, 2017 - usenix.org
… , a video analytics system that processes thousands of video analytics queries on live video
… We consider two key characteristics of video analytics: resource-quality tradeoff with multi-…

Video analytics-based intelligent surveillance system for smart buildings

KS Gautam, SK Thangavel - Soft Computing, 2019 - Springer
system is tested with NRC-IIT facial video database, from the experimental analysis, we infer
that the system detects face across all the frames and out of ten videos, the system correctly …

Optasia: A relational platform for efficient large-scale video analytics

Y Lu, A Chowdhery, S Kandula - … of the Seventh ACM Symposium on …, 2016 - dl.acm.org
… to analyze video feeds do not scale and are error-prone. We describe Optasia, a dataflow
system that employs relational query optimization to efficiently process queries on video feeds …

Multi-sensor surveillance system based on integrated video analytics

M Purohit, M Singh, S Yadav, AK Singh… - IEEE Sensors …, 2021 - ieeexplore.ieee.org
video analytics with enhancement, panoramic views, and automated motion detection. This
system … These features aid in the use of surveillance system for continuous monitoring of …

[PDF][PDF] VIVA: An End-to-End System for Interactive Video Analytics.

D Kang, F Romero, PD Bailis, C Kozyrakis, M Zaharia - CIDR, 2022 - info290.github.io
… emerge for video analytics. However, designing systems for interactive video analytics (IVA), …
We describe each query type from a video analytics perspective and discuss its implications …