A survey on applications of unmanned aerial vehicles using machine learning

K Teixeira, G Miguel, HS Silva, F Madeiro - IEEE Access, 2023‏ - ieeexplore.ieee.org
Unmanned Aerial Vehicles (UAVs) play an important role in many applications, including
health, transport, telecommunications and safe and rescue operations. Their adoption can …

Leveraging UAVs to enable dynamic and smart aerial infrastructure for ITS and smart cities: An overview

MC Lucic, O Bouhamed, H Ghazzai, A Khanfor… - Drones, 2023‏ - mdpi.com
Micro-unmanned aerial vehicles (UAVs), also known as drones, have been recognized as
an emerging technology offering a plethora of applications touching various aspects of our …

Real-time vehicle detection from UAV aerial images based on improved YOLOv5

S Li, X Yang, X Lin, Y Zhang, J Wu - Sensors, 2023‏ - mdpi.com
Aerial vehicle detection has significant applications in aerial surveillance and traffic control.
The pictures captured by the UAV are characterized by many tiny objects and vehicles …

Comparative performance analysis of precise point positioning technique in the UAV− based map**

B Erol, E Turan, S Erol, RA Kuçak - Measurement, 2024‏ - Elsevier
Abstract Uncrewed Aerial Vehicle (UAV) photogrammetry is a very efficient, low-cost
approach for map** small or medium-sized local areas. This approach is adequate for …

Unmanned Aerial Vehicle-Aided Intelligent Transportation Systems: Vision, Challenges, and Opportunities

A Telikani, A Sarkar, B Du, F Santoso… - … Surveys & Tutorials, 2025‏ - ieeexplore.ieee.org
With their inherent attributes such as mobility, flexibility, and adaptive altitude, Unmanned
Aerial Vehicles (UAVs) can potentially enable Intelligent Transportation Systems (ITS) to be …

Real-Time target detection system for intelligent vehicles based on multi-source data fusion

J Zou, H Zheng, F Wang - Sensors, 2023‏ - mdpi.com
To improve the identification accuracy of target detection for intelligent vehicles, a real-time
target detection system based on the multi-source fusion method is proposed. Based on the …

Construction Site Multi-Category Target Detection System Based on UAV Low-Altitude Remote Sensing

H Liang, J Cho, S Seo - Remote Sensing, 2023‏ - mdpi.com
On-site management of construction sites has always been a significant problem faced by
the construction industry. With the development of UAVs, their use to monitor construction …

End-to-end system for monitoring the state of rivers using a drone

K Prokop, K Połap, M Włodarczyk-Sielicka… - Frontiers in …, 2023‏ - frontiersin.org
Automatic data analysis systems in the Internet of Things are a key element. One such case
is the use of drones to monitor rivers, which are quite often located around built-up areas …