Scaling Video Analytics to Large Camera Deployments

Samvit Jain

We discuss the potential of spatio-temporal correlations -- content correlations between geographically proximate cameras in wide-area enterprise camera deployments -- to improve cost efficiency and inference accuracy in large-scale video analytics operations. Our template application is real-time person re-identification and tracking.

Published On: February 27, 2019

Presented At/In: ACM Workshop on Mobile Computing Systems and Applications (HotMobile '19)

Link: https://arxiv.org/pdf/1809.02318.pdf

Authors: Samvit Jain, Ganesh Ananthanarayanan, Junchen Jiang, Yuanchao Shu, Joseph Gonzalez