… 1) We quantify the potential for harnessing spatio-temporal correlations in cross-camera
video analytics. 2) We build a cross-camera video analytics system that learns and applies …

… Our key observation is that video feeds from wide-area camera … positive rates in multi-camera
video analytics. By discussing use… for scaling video analytics to large camera networks, and …

… instance to analyze a camera stream as a video analytics pipeline. The camera stream shown
in … Small models incur smaller latency and demand less computation resources than big …

… , we consider large-scale deployments where each camera … accurate analysis: Modern
4K (3840×2160 pixels) cameras … (7680 × 4320 pixels) cameras become more common. As a …

… Enterprises are increasingly deploying large camera networks for video analytics. Many …
-in) through a large camera network in live video. Such cross-camera analytics is compute and …

… Nowadays, video cameras are deployed in large scale for … We believe that such intelligent
cross-camera collaboration … on collaborative cross-camera video analytics application, we …

… Gonzalez, “Scaling video analytics systems to large camera deployments,” in Proceedings
of the 20th International Workshop on Mobile Computing Systems and Applications. ACM, …

… ical surveillance environment and its limitations in Section II. In Section III we discuss various
aspect of video analytic and semantic event search in surveillance … large scale surveillance …

… The challenge in these networks is to enable efficient video analytics: the ability to … video
analytics system that tracks the path of vehicles across a heterogeneous camera network…

… video feeds in real-time or postfacto do not scale and are error-prone. Our key contributions
are two-fold. Surveillance video … By leveraging the fixed perspective of surveillance cameras, …