… all videoanalytics deployments, we believe that in practice deployments will vary from having all the analytics in the cloud (for small deployments of cameras), to all the analytics in pri…
… of interest in a live video feed using videoanalytics. The most important feature of the sensor is that it follows the edge-computing paradigm, ie, the videoanalytics are run directly on the …
… In [12], video quality and computing resources are selected to maximize successful queries; … edgecomputing, eg, [36], [37], do not cater for videoanalytic metrics or the specifics of video …
Y Deng, T Han, N Ansari - IEEE Open Journal of the Computer …, 2020 - ieeexplore.ieee.org
… data can also be offloaded to edge servers for processing. By leveraging the on-device … federated videoanalytics system named FedVision to efficiently provision videoanalytics across …
Q Zhang, H Sun, X Wu, H Zhong - Proceedings of the IEEE, 2019 - ieeexplore.ieee.org
… video is analyzed and which part of the workload could be offloaded to the edge, we dissect the general videoanalytics … introduce videoanalytics for public safety and edgecomputing, …
T Tan, G Cao - … 18th Annual IEEE International Conference on …, 2021 - ieeexplore.ieee.org
… Our goal is to find an efficient job schedule for videoanalytic using multiple CNN models on … In this section, we first introduce the general procedure of videoanalytic. Then we discuss …
… To this end, this study presents a VideoAnalyticsEdgeComputing (VAEC) system that performs real-time enhanced situation awareness for person detection in a video surveillance …
T Tan, G Cao - IEEE Transactions on Mobile Computing, 2021 - ieeexplore.ieee.org
… been developed to apply deep learning for videoanalytics. Although these advanced deep … FastVA, which supports deep learning videoanalytics through edge processing and Neural …
H Liu, G Cao - IEEE Transactions on Wireless Communications, 2022 - ieeexplore.ieee.org
… edge 7 servers are usually limited and highly dynamic, and then server 8 selection should be adaptive in order to improve the performance 9 of videoanalytics… for videoanalytics, where …