… of each event we could inspect, which events have the tendency to be missed by analytic …
Investigation of the performance of video analytics systems with compressed video using the i-…

… benefits edge computing offers to video analytics, it still brings … computing-based video
analytics architecture that attempts to … to store important video data regrading certain events. The …

… In other words, video analytics is used in various applications, which include broadcast …
Video analytics is capable of inspecting the video and determining spatial and temporal events …

… implement edge analytics in some heterogeneous environments [4]. Since video analytics
will … Several major events make up a composite event (based on video streams 1 ...n). A basic …

… These construct the basic motivation of our formulation for video analysis. … By considering
most research topics in video analytics as task assignment problems, we develop a general …

… This paper presents Reducto, a video analytics system that supports efficient real-time
querying by leveraging previously unused resources to perform on-camera frame filtering. This …

… [19] proposed discriminative CNN video representation to perform event detection from
video dataset. Andrej Karpathy et al [6], Joe Yue-Hei Ng [8] and Shengxin Zha [20] used CNN …

… visual analytics framework to support tactic analysis based … a sequence of hits (ie, events)
until one athlete scores a point. … be viewed as a multivariate event sequence. By detecting and …

… infrastructure for distributed real-time video analytics. This paper presents a holistic solution
… (AI)/Deep Learning (DL) video analytics across many cameras. For experimental results and …

… We present Llama, a video analytics and processing framework that supports heterogenous
hardware and automatically tunes each operation invocation to meet diverse latency targets …