Edge Computing Systems for Streaming Video Analytics: Trail Behind and the Paths Ahead

AA Ravindran - 2023 - preprints.org
The falling cost of cameras, the advancement of AI based computer vision algorithms, and
powerful hardware accelerators for deep learning have enabled wide-spread deployment of …

Adaptive Safety and Cyber Security for Connected and Automated Vehicle System

H Chen - 2021 - hammer.purdue.edu
This dissertation discussed the potential benefits that CAV systems can bring to the general
well-being, and how the threat lies within the CAV system can affect its performance and …

Content-Aware Dynamic Resource Allocation Framework for Video Analytic Applications at Edge

B Saovapakhiran, S Khumnaewnak… - … and other Affiliated …, 2023 - ieeexplore.ieee.org
Recent Machine Learning (ML) techniques enable new features on video analytic
applications. Still, video pro-cessing requires intensive computing power and …

Deep learning based smart survilance robot

V Ganesan, S Das, T Kundu, J Naren… - Proceedings of the First …, 2021 - eudl.eu
Surveillance Robot aims to blend IoT capabilities with the support of cloud and machine
learning is an advancement to deliver a sophisticated solution for real time security …

Scalable Big Data Pipeline for Video Stream Analytics Over Commodity Hardware

U Ayub, SM Ahsan, SM Qureshi - KSII Transactions on Internet and …, 2022 - koreascience.kr
A huge amount of data in the form of videos and images is being produced owning to
advancements in sensor technology. Use of low performance commodity hardware coupled …

[PDF][PDF] Leveraging Real-time Edge AI-Video Analytics to Detect and Prevent Threats in Sensitive Environments

A Bensakhria - 2023 - researchgate.net
Gun and knife-related crime is a serious issue in the UK that demands immediate action.
Current surveillance systems are limited in their ability to quickly identify potential threats in …

Fast presenter tracking for 4K lecture videos using computationally inexpensive algorithms

C Fitzhenry - 2023 - open.uct.ac.za
Lecture recording has become an essential tool for educational institutions to enhance the
student learning experience and offer online courses for remote learning programs …

Optimizing live video streaming: Integrating 5G, IoT, and cloud computing with machine learning

L Srinivasan, H Nishat, S Shargunam… - Internet Technology … - Wiley Online Library
In this research, we optimize live video broadcast performance by incorporating advanced
technologies such as 5G, the Internet of Things (IoT), and cloud computing. Our approach …

[PDF][PDF] People4. 0-IoT Sensing And Human-In-The-Loop Interactions In Smart Environments

JMSL Fernandes - 2022 - estudogeral.uc.pt
Technology is changing the way we live and the way we interact with the world. We are
witnessing advancements in several fields, from Internet services to quantum computing …

Face and Action Detection for Crime Prevention: Balancing Promise and Ethical Considerations

AP Jyothi, M Kumar, V Pravallika… - 2023 International …, 2023 - ieeexplore.ieee.org
This research paper explores the pivotal role of face detection and action detection
technologies in the realm of crime prevention. The application of action detection technology …