A survey on multi-access edge computing applied to video streaming: Some research issues and challenges

X Jiang, FR Yu, T Song… - … Surveys & Tutorials, 2021 - ieeexplore.ieee.org
Driven by the quality of experience (QoE) requirement of video streaming applications in the
smart city, smart education, immersive service, and connected vehicle scenarios, the …

Video processing using deep learning techniques: A systematic literature review

V Sharma, M Gupta, A Kumar, D Mishra - IEEE Access, 2021 - ieeexplore.ieee.org
Studies show lots of advanced research on various data types such as image, speech, and
text using deep learning techniques, but nowadays, research on video processing is also an …

An efficient and outsourcing-supported attribute-based access control scheme for edge-enabled smart healthcare

H Zhong, Y Zhou, Q Zhang, Y Xu, J Cui - Future Generation Computer …, 2021 - Elsevier
In recent years, the continuous development of smart healthcare has brought substantial
convenience to our lives, especially for emerging edge-enabled smart healthcare systems …

A trusted and collaborative framework for deep learning in IoT

Q Zhang, H Zhong, W Shi, L Liu - Computer Networks, 2021 - Elsevier
More and more Internet of Things (IoT) applications provide intelligent services, with the
development of artificial intelligence algorithms, such as deep reinforcement learning …

Multi-sensor surveillance system based on integrated video analytics

M Purohit, M Singh, S Yadav, AK Singh… - IEEE Sensors …, 2021 - ieeexplore.ieee.org
Image-based sensing is a powerful source of information for a wide range of applications
such as surveillance, monitoring, and automation. The volume of data collected by …

A survey of performance optimization in neural network-based video analytics systems

N Ibrahim, P Maurya, O Jafari, P Nagarkar - arXiv preprint arXiv …, 2021 - arxiv.org
Video analytics systems perform automatic events, movements, and actions recognition in a
video and make it possible to execute queries on the video. As a result of a large number of …

Offloading deep learning empowered image segmentation from uav to edge server

HE Ilhan, S Ozer, GK Kurt… - 2021 44th International …, 2021 - ieeexplore.ieee.org
Image and video analysis in unmanned aerial vehicle (UAV) systems have been a recent
interest in many applications since the images taken by UAV systems can provide useful …

Sea-leap: Self-adaptive and locality-aware edge analytics placement

I Lujic, V De Maio, S Venugopal… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Near real-time edge analytics requires dealing with the rapidly growing amount of data,
limited resources, and high failure probabilities of edge nodes. Therefore, data replication is …

[Retracted] English Web‐Based Teaching Supervision Based on Intelligent Face Image Perception and Processing for IoT

J Ma, J Li - Complexity, 2021 - Wiley Online Library
In this paper, the Internet of Things (IoT) with intelligent face perception and processing
function is used to supervise online English teaching. In the intelligent learning environment …

IOT based smart traffic signal violation monitoring system using edge computing

V Meghana, BS Anisha… - 2021 2nd Global …, 2021 - ieeexplore.ieee.org
Monitoring the traffic signal surveillance camera by a group of police administrators can be a
daunting task due to the sheer volume of data (videos) that must be collected and analyzed …