When intelligent transportation systems sensing meets edge computing: Vision and challenges

X Zhou, R Ke, H Yang, C Liu - Applied Sciences, 2021 - mdpi.com
The widespread use of mobile devices and sensors has motivated data-driven applications
that can leverage the power of big data to benefit many aspects of our daily life, such as …

Opportunities, applications, and challenges of edge-AI enabled video analytics in smart cities: a systematic review

E Badidi, K Moumane, F El Ghazi - IEEE Access, 2023 - ieeexplore.ieee.org
Video analytics with deep learning techniques has generated immense interest in academia
and industry, captivating minds with its transformative potential. Deep learning techniques …

Real-time traffic and road surveillance with parallel edge intelligence

R Ke, C Liu, H Yang, W Sun… - IEEE Journal of Radio …, 2022 - ieeexplore.ieee.org
Edge computing, which is an emerging concept to complement cloud computing, processes
data closer to where the data is generated at the network edge. Transportation system is a …

Deep learning-based computer vision methods for complex traffic environments perception: A review

T Azfar, J Li, H Yu, RL Cheu, Y Lv, R Ke - Data Science for Transportation, 2024 - Springer
Computer vision applications in intelligent transportation systems (ITS) and autonomous
driving (AD) have gravitated towards deep neural network architectures in recent years …

A Synergistic Elixir-EDA-MQTT Framework for Advanced Smart Transportation Systems

Y Li, S Fujita - Future Internet, 2024 - mdpi.com
This paper proposes a novel event-driven architecture for enhancing edge-based vehicular
systems within smart transportation. Leveraging the inherent real-time, scalable, and fault …

An Object Detection Approach for Lane Change and Overtake Detection from Motion Profiles

A Benericetti, N Bellaccini… - 2023 IEEE 26th …, 2023 - ieeexplore.ieee.org
In the application domain of fleet management and driver monitoring, it is very challenging to
obtain relevant driving events and activities from dashcam footage while minimizing the …

Concept drift in smart city scenarios

H Mehmood - 2023 - oulurepo.oulu.fi
Exponential population growth and urbanisation pose potential challenges to mobility,
governance, well-being, the environment, and the safety of modern cities. This demands …

Study of the traffic conditions generated by commuters of the eastern contra costa county to the western counties

H Lin, A Franklin, OAM Vergara, G Jerrier - 2022 - osf.io
To conclude our study of the traffic conditions generated by commuters of the eastern contra
costa county to the western counties, firstly we will focus on the route options that these …

Smart Urban Traffic Monitoring as an Edge Service

N Chen - 2021 - search.proquest.com
The unprecedented urbanization and the staggering development of modern information
and communication technologies (ICT) demonstrate that the concept of Smart City is …