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Methods and datasets on semantic segmentation for Unmanned Aerial Vehicle remote sensing images: A review
Abstract Unmanned Aerial Vehicle (UAV) has seen a dramatic rise in popularity for remote-
sensing image acquisition and analysis in recent years. It has brought promising results in …
sensing image acquisition and analysis in recent years. It has brought promising results in …
Large-scale date palm tree segmentation from multiscale uav-based and aerial images using deep vision transformers
The reliable and efficient large-scale map** of date palm trees from remotely sensed data
is crucial for develo** palm tree inventories, continuous monitoring, vulnerability …
is crucial for develo** palm tree inventories, continuous monitoring, vulnerability …
Low-altitude remote sensing-based global 3D path planning for precision navigation of agriculture vehicles-beyond crop row detection
Field path planning provides the basis for the autonomous navigation of agricultural
vehicles. Existing path planning approaches are constrained to a 2D plane, disregarding the …
vehicles. Existing path planning approaches are constrained to a 2D plane, disregarding the …
YOLOv5s-CEDB: A robust and efficiency Camellia oleifera fruit detection algorithm in complex natural scenes
To solve the problem of poor recognition accuracy caused by various colors, uneven
distribution, and occlusion by branches and leaves of Camellia oleifera fruits under natural …
distribution, and occlusion by branches and leaves of Camellia oleifera fruits under natural …
A review of the current status and common key technologies for agricultural field robots
L Liu, F Yang, X Liu, Y Du, X Li, G Li, D Chen… - … and Electronics in …, 2024 - Elsevier
The arrival of the Industrial Revolution 4.0 and the quick advancement of artificial
intelligence (AI), cloud computing, and internet of things (IoT) have led to the beginning of a …
intelligence (AI), cloud computing, and internet of things (IoT) have led to the beginning of a …
A survey of unmanned aerial vehicles and deep learning in precision agriculture
In the wake of significant advances in agronomy, biology, informatics, agricultural robots
(Agri-robots), and artificial intelligence, modern agriculture is transforming from labor …
(Agri-robots), and artificial intelligence, modern agriculture is transforming from labor …
High-precision target ranging in complex orchard scenes by utilizing semantic segmentation results and binocular vision
Y Wen, J Xue, H Sun, Y Song, P Lv, S Liu, Y Chu… - … and Electronics in …, 2023 - Elsevier
The automation of orchard production is increasingly relying on robotics, driven by the
advancements in artificial intelligence technology. However, accurately comprehending …
advancements in artificial intelligence technology. However, accurately comprehending …
[HTML][HTML] Comparison of different computer vision methods for vineyard canopy detection using UAV multispectral images
In viticulture, the rapid and accurate acquisition of canopy spectral information through ultra-
high spatial resolution imagery is increasingly demanded for decision support. The …
high spatial resolution imagery is increasingly demanded for decision support. The …
Precise extraction of targeted apple tree canopy with YOLO-Fi model for advanced UAV spraying plans
P Wei, X Yan, W Yan, L Sun, J Xu, H Yuan - Computers and Electronics in …, 2024 - Elsevier
The precise analysis of individual fruit tree canopy information for accurate navigation and
spraying operations of plant protection machinery is important for intelligent orchard …
spraying operations of plant protection machinery is important for intelligent orchard …
[HTML][HTML] Citrus tree canopy segmentation of orchard spraying robot based on RGB-D image and the improved DeepLabv3+
The accurate and rapid acquisition of fruit tree canopy parameters is fundamental for
achieving precision operations in orchard robotics, including accurate spraying and precise …
achieving precision operations in orchard robotics, including accurate spraying and precise …