Edge video analytics for public safety: A review

Q Zhang, H Sun, X Wu, H Zhong - Proceedings of the IEEE, 2019 - ieeexplore.ieee.org
… Instead of traditionally transmitting video data to the cloud, edge video analytics enables
edge devices to perform various detection algorithms for different public safety applications, eg, …

Enabling edge-cloud video analytics for robotics applications

Y Wang, W Wang, D Liu, X Jin, J Jiang… - … Transactions on Cloud …, 2022 - ieeexplore.ieee.org
… of a few semantic classes and video frames. Autonomous robotics applications especially …
the prior edge-cloud systems. We present Runespoor, an edge-cloud video analytics system …

Decomposable intelligence on cloud-edge iot framework for live video analytics

Y Zhang, JH Liu, CY Wang… - IEEE Internet of Things …, 2020 - ieeexplore.ieee.org
… 7(b), we observe that Edge Only could not support high accuracy video analytics and
Cloud-Edge has an advantage over Edge Only at this time. Besides, when the accuracy …

Edgeeye: An edge service framework for real-time intelligent video analytics

P Liu, B Qi, S Banerjee - … workshop on edge systems, analytics and …, 2018 - dl.acm.org
… , we believe cloud computing is not appropriate for live video … an edge service framework
for real-time video analytics … abstraction of some important video analysis functions based …

Elasticedge: An intelligent elastic edge framework for live video analytics

H Sun, Q Li, K Sha, Y Yu - IEEE Internet of Things Journal, 2022 - ieeexplore.ieee.org
… computing-enabled intelligent framework called ElasticEdge, which aims to fill the gap for
existing cloud and edge-computing video analytics models have difficulty fulfilling the …

Sieve: Semantically encoded video analytics on edge and cloud

T Elgamal, S Shi, V Gupta, R Jana… - 2020 IEEE 40th …, 2020 - ieeexplore.ieee.org
… where the encoded video is sent to either a remote cloud or a private edge server but …
video analytics system to reduce the latency and increase the throughput of analytics over video

Towards cloud-edge collaborative online video analytics with fine-grained serverless pipelines

M Zhang, F Wang, Y Zhu, J Liu, Z Wang - Proceedings of the 12th ACM …, 2021 - dl.acm.org
… We present CEVAS, a video analytics system that integrates the edge and cloud resources
to have the best of both worlds and leverages serverless computing to tackle the challenges …

Lavea: Latency-aware video analytics on edge computing platform

S Yi, Z Hao, Q Zhang, Q Zhang, W Shi… - … /IEEE Symposium on Edge …, 2017 - dl.acm.org
edge analytic applications, in this paper, we focus on delivering video analytics at the edge.
… In this paper, we are considering a 3-tier mobile-edge-cloud deployment and we put most of …

OsmoticGate: Adaptive Edge-Based Real-Time Video Analytics for the Internet of Things

B Qian, Z Wen, J Tang, Y Yuan… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
… To alleviate this critical problem, the prevalent trend is to offload some video analytics tasks
from the edge devices to the cloud. However, existing offloading approaches fail to consider …

Balancing video analytics processing and bandwidth for edge-cloud networks

L O'Gorman, X Wang - 2018 24th International Conference on …, 2018 - ieeexplore.ieee.org
… For a typical sequence of video analytics methods applied to … for real – much sparser – video.
Explicit description of algorithmic … for video analytics applications on an edge-cloud camera …