[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 …

A smart traffic control system based on pixel-labeling and sort tracker

M Alonazi, AM Qureshi, SS Alotaibi, NA Almujally… - IEEE …, 2023 - ieeexplore.ieee.org
Autonomous vehicle detection and tracking are crucial for intelligent transportation
management and control systems. Although many techniques are used to develop smart …

Fusion-driven deep feature network for enhanced object detection and tracking in video surveillance systems

DK Jain, X Zhao, C Gan, PK Shukla, A Jain, S Sharma - Information Fusion, 2024 - Elsevier
Object detection and tracking (ODT) is a crucial research area in video surveillance (VS)
systems and poses a significant challenge in computer vision and image processing. The …

Multicriteria Assessment Method for Network Structure Congestion Based on Traffic Data Using Advanced Computer Vision

R Ekhlakov, N Andriyanov - Mathematics, 2024 - mdpi.com
Overloading of network structures is a problem that we encounter every day in many areas
of life. The most associative structure is the transport graph. In many megacities around the …

Realtime Vehicle Tracking Method Based on YOLOv5+ DeepSORT

L Lin, H He, Z Xu, D Wu - Computational Intelligence and …, 2023 - Wiley Online Library
In actual traffic scenarios, the environment is complex and constantly changing, with many
vehicles that have substantial similarities, posing significant challenges to vehicle tracking …

YOLOv8n-CGW: A novel approach to multi-oriented vehicle detection in intelligent transportation systems

MA Berwo, Y Fang, N Sarwar, J Mahmood… - Multimedia Tools and …, 2024 - Springer
In the context of Intelligent Transportation Systems (ITS), the role of vehicle detection and
classification is indispensable for streamlining transportation management, refining traffic …

Automated Recognition and Tracking of Stationary and Moving Cars in Images and Videos: YOLOv5 and SSD Analysis

P Ankireddy, VL Reddy - Journal of Advanced Research in …, 2024 - semarakilmu.com.my
The detection and tracking of cars are a significant and useful aspect of traffic surveillance
systems, which is essential for the efficient management of traffic and the security of drivers …

[HTML][HTML] Smoke Detection of Marine Engine Room Based on a Machine Vision Model (CWC-Yolov5s)

Y Zou, J Zhang, T Du, X Jiang, H Wang… - Journal of Marine …, 2023 - mdpi.com
According to statistics, about 70% of ship fire accidents occur in the engine room, due to the
complex internal structure and various combustible materials. Once a fire occurs, it is difficult …

Utilizing YOLOv8 for enhanced traffic monitoring in intelligent transportation systems (ITS) applications

M Bakirci - Digital Signal Processing, 2024 - Elsevier
The increasing demand for artificial intelligence-based motor vehicle detection in Intelligent
Transportation Systems (ITS) applications highlights the significance of advancements in …

[HTML][HTML] HeMoDU: High-Efficiency Multi-Object Detection Algorithm for Unmanned Aerial Vehicles on Urban Roads

H Shi, N Wang, X Xu, Y Qian, L Zeng, Y Zhu - Sensors, 2024 - mdpi.com
Unmanned aerial vehicle (UAV)-based object detection methods are widely used in traffic
detection due to their high flexibility and extensive coverage. In recent years, with the …