Vision‐based vehicle speed estimation: A survey

D Fernández Llorca… - IET Intelligent …, 2021 - Wiley Online Library
The need to accurately estimate the speed of road vehicles is becoming increasingly
important for at least two main reasons. First, the number of speed cameras installed …

Monocular visual traffic surveillance: A review

X Zhang, Y Feng, P Angeloudis… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
To facilitate the monitoring and management of modern transportation systems, monocular
visual traffic surveillance systems have been widely adopted for speed measurement …

Smart traffic monitoring system using computer vision and edge computing

G Liu, H Shi, A Kiani, A Khreishah, J Lee… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
Traffic management systems capture tremendous video data and leverage advances in
video processing to detect and monitor traffic incidents. The collected data are traditionally …

Traffic surveillance camera calibration by 3d model bounding box alignment for accurate vehicle speed measurement

J Sochor, R Juránek, A Herout - Computer Vision and Image …, 2017 - Elsevier
In this paper, we focus on fully automatic traffic surveillance camera calibration, which we
use for speed measurement of passing vehicles. We improve over a recent state-of-the-art …

A traffic surveillance system for obtaining comprehensive information of the passing vehicles based on instance segmentation

B Zhang, J Zhang - IEEE Transactions on Intelligent …, 2020 - ieeexplore.ieee.org
The vehicle information acquired by current video-based traffic surveillance methods is
usually onefold. In this paper, a traffic surveillance system for obtaining comprehensive …

Vision-based real-time vehicle detection and vehicle speed measurement using morphology and binary logical operation

JD Trivedi, SD Mandalapu, DH Dave - Journal of Industrial Information …, 2022 - Elsevier
In recent trends, digital information to the industrial integration for the intelligent
transportation system (ITS) field is gaining importance for the researcher, academia, and …

V-LPDR: Towards a unified framework for license plate detection, tracking, and recognition in real-world traffic videos

C Zhang, Q Wang, X Li - Neurocomputing, 2021 - Elsevier
License plate detection and recognition (LPDR) has attracted considerable attention in
recent years, and many algorithms have presented the competitive performance on several …

[HTML][HTML] Vehicle speed measurement model for video-based systems

S Javadi, M Dahl, MI Pettersson - Computers & Electrical Engineering, 2019 - Elsevier
Advanced analysis of road traffic data is an essential component of today's intelligent
transportation systems. This paper presents a video-based vehicle speed measurement …

[HTML][HTML] HVD-net: a hybrid vehicle detection network for vision-based vehicle tracking and speed estimation

MH Ashraf, F Jabeen, H Alghamdi, MS Zia… - Journal of King Saud …, 2023 - Elsevier
Visual surveillance of on-road vehicles has emerged as a vibrant research topic within the
fields of computer vision and Intelligent Transportation Systems (ITSs) to mitigate traffic …

Deep learning serves traffic safety analysis: A forward‐looking review

A Razi, X Chen, H Li, H Wang, B Russo… - IET Intelligent …, 2023 - Wiley Online Library
This paper explores deep learning (DL) methods that are used or have the potential to be
used for traffic video analysis, emphasising driving safety for both autonomous vehicles and …