A comprehensive survey of the recent studies with UAV for precision agriculture in open fields and greenhouses

MF Aslan, A Durdu, K Sabanci, E Ropelewska… - Applied Sciences, 2022 - mdpi.com
The increasing world population makes it necessary to fight challenges such as climate
change and to realize production efficiently and quickly. However, the minimum cost …

Simultaneous localization and mapping (slam) and data fusion in unmanned aerial vehicles: Recent advances and challenges

A Gupta, X Fernando - Drones, 2022 - mdpi.com
This article presents a survey of simultaneous localization and mapping (SLAM) and data
fusion techniques for object detection and environmental scene perception in unmanned …

UAV-YOLOv8: A small-object-detection model based on improved YOLOv8 for UAV aerial photography scenarios

G Wang, Y Chen, P An, H Hong, J Hu, T Huang - Sensors, 2023 - mdpi.com
Unmanned aerial vehicle (UAV) object detection plays a crucial role in civil, commercial, and
military domains. However, the high proportion of small objects in UAV images and the …

Boost precision agriculture with unmanned aerial vehicle remote sensing and edge intelligence: A survey

J Liu, J Xiang, Y Jin, R Liu, J Yan, L Wang - Remote Sensing, 2021 - mdpi.com
In recent years unmanned aerial vehicles (UAVs) have emerged as a popular and cost-
effective technology to capture high spatial and temporal resolution remote sensing (RS) …

Automated tree-crown and height detection in a young forest plantation using mask region-based convolutional neural network (Mask R-CNN)

Z Hao, L Lin, CJ Post, EA Mikhailova, M Li… - ISPRS Journal of …, 2021 - Elsevier
Tree-crown and height are primary tree measurements in forest inventory. Convolutional
neural networks (CNNs) are a class of neural networks, which can be used in forest …

Surveying coconut trees using high-resolution satellite imagery in remote atolls of the Pacific Ocean

J Zheng, S Yuan, W Wu, W Li, L Yu, H Fu… - Remote Sensing of …, 2023 - Elsevier
Coconut (Cocos nucifera L.) is one of the world's most economically important tree species,
and coconut palm plantations dominate many islands and tropical coastlines. However, the …

LDS-YOLO: A lightweight small object detection method for dead trees from shelter forest

X Wang, Q Zhao, P Jiang, Y Zheng, L Yuan… - … and Electronics in …, 2022 - Elsevier
The detection and location of dead trees are extremely important for the management and
estimating naturalness of the forests, and timely replanting of dead trees can effectively …

Sustainability assessment of palm oil industry 4.0 technologies in a circular economy applications based on interval-valued Pythagorean fuzzy rough set-FWZIC and …

HA Ibrahim, AA Zaidan, S Qahtan, BB Zaidan - Applied Soft Computing, 2023 - Elsevier
The palm oil industry is one of the most competitive industries and must comply with industry
standards for flexible supply chain operations, productivity, and sustainability. Many …

[HTML][HTML] A review on object detection in unmanned aerial vehicle surveillance

A Ramachandran, AK Sangaiah - International Journal of Cognitive …, 2021 - Elsevier
Purpose Computer vision in drones has gained a lot of attention from artificial intelligence
researchers. Providing intelligence to drones will resolve many real-time problems …

[HTML][HTML] Detecting and mapping tree crowns based on convolutional neural network and Google Earth images

M Yang, Y Mou, S Liu, Y Meng, Z Liu, P Li… - International Journal of …, 2022 - Elsevier
Mapping tree crown is critical for estimating the functional and spatial distribution of
ecosystem services. However, accurate and up-to-date urban crown mapping remains a …