A comparative study on application of unmanned aerial vehicle systems in agriculture

MFF Rahman, S Fan, Y Zhang, L Chen - Agriculture, 2021 - mdpi.com
Presently in agriculture, there is much ample scope for drone and UAS (Unmanned Aircraft
System) development. Because of their low cost and small size, these devices have the …

Comparative analysis of different uav swarm control methods on unmanned farms

R Ming, R Jiang, H Luo, T Lai, E Guo, Z Zhou - Agronomy, 2023 - mdpi.com
Unmanned farms employ a variety of sensors, automated systems, and data analysis
techniques to enable fully automated and intelligent management. This not only heightens …

Multiscale and direction target detecting in remote sensing images via modified YOLO-v4

Z Zakria, J Deng, R Kumar, MS Khokhar… - IEEE Journal of …, 2022 - ieeexplore.ieee.org
Traditional target detection algorithms have difficulty to adapt complex environmental
changes and have limited applicable scenarios. However, the deep-learning-based target …

Vehicle detection and classification via YOLOv8 and deep belief network over aerial image sequences

N Al Mudawi, AM Qureshi, M Abdelhaq, A Alshahrani… - Sustainability, 2023 - mdpi.com
Vehicle detection and classification are the most significant and challenging activities of an
intelligent traffic monitoring system. Traditional methods are highly computationally …

Autonomous quadrotor navigation with vision based obstacle avoidance and path planning

HY Lin, XZ Peng - IEEE Access, 2021 - ieeexplore.ieee.org
Due to the high demands on military and commercial applications, the development of UAVs
(unmanned aerial vehicles) has become increasingly important in recent years. In this …

[PDF][PDF] Drone implementation in precision agriculture–A survey

MHM Ghazali, A Azmin, W Rahiman - International Journal of …, 2022 - academia.edu
Drones have been widely applied in the precision agriculture sector in the past few years.
Incorporating artificial intelligence (AI), sensors, microcontrollers, and the Internet of Things …

[HTML][HTML] Identifying and Monitoring Gardens in Urban Areas Using Aerial and Satellite Imagery

F Arabi Aliabad, H Ghafarian Malamiri, A Sarsangi… - Remote Sensing, 2023 - mdpi.com
In dry regions, gardens and trees within the urban space are of considerable significance.
These gardens are facing harsh weather conditions and environmental stresses; on the …

Seadronesim: Simulation of aerial images for detection of objects above water

X Lin, C Liu, A Pattillo, M Yu… - Proceedings of the …, 2023 - openaccess.thecvf.com
Abstract Unmanned Aerial Vehicles (UAVs) are known for their fast and versatile
applicability. With UAVs' growth in availability and applications, they are now of vital …

ST-CenterNet: Small target detection algorithm with adaptive data enhancement

Y Guo, X Lu - Entropy, 2023 - mdpi.com
General target detection with deep learning has made tremendous strides in the past few
years. However, small target detection sometimes is associated with insufficient sample size …

Evaluation of Maize Crop Damage Using UAV-Based RGB and Multispectral Imagery

B Dobosz, D Gozdowski, J Koronczok, J Žukovskis… - Agriculture, 2023 - mdpi.com
The accurate evaluation of crop damage by wild animals is crucial for farmers when seeking
compensation from insurance companies or other institutions. One of the game species that …