… This section covers some challenges related to large-scale video analytics event-based
applications and techniques recently developed to address them. The research community …

… For example, an important class of video analytics queries focuses on detecting and localizing
actions – events spread across a sequence of frames (eg, “right-turn of a car”) [17, 20, 6]. …

… video images to extract objects, detect events and to perform behavioural analysis is referred
to as video analytics… robustness and adaptation in their video analytic algorithms and real-…

… We proposed an open-source benchmark for the evaluation of anonymous video analytics
(AVA) for audience measurement and released to the research community the first fully …

… The complete picture of the SIGMA Video Analytics Platform in terms of the components that
… and alerts based on events [4]. Thus IVS precludes on-demand video analytics. Also, IVS …

… Edge AI empowers real-time analysis of locally generated data, eliminating the … video
analytics applications by allowing immediate analysis and response to events captured on video …

… And the analysis results will be sent back to them in real-time. … -time video analytics
applications — EdgeEye, which provides a high-level abstraction of some important video analysis …

… , and their behavior monitored for undesirable events. When the undesirable event occurs,
the operator can then be alerted, and the video stream annotated to indicate this fact so the …

The research described in this article integrated objective and subjective human analyses
of the built environment. These were conducted from two perspectives: that of an individual …

… video analytical method which integrates video analysis tools and tasks into the real environment
of an event … of video analysis. The first study compares users’ performances in situated …