Deep learning techniques to classify agricultural crops through UAV imagery: A review
During the last few years, Unmanned Aerial Vehicles (UAVs) technologies are widely used
to improve agriculture productivity while reducing drudgery, inspection time, and crop …
to improve agriculture productivity while reducing drudgery, inspection time, and crop …
Adoption of Unmanned Aerial Vehicle (UAV) imagery in agricultural management: A systematic literature review
Precision agriculture and Smart farming have become the essential backbone for
sustainable agricultural production by leveraging cutting edge remote sensing and …
sustainable agricultural production by leveraging cutting edge remote sensing and …
Identification of citrus trees from unmanned aerial vehicle imagery using convolutional neural networks
Remote sensing is important to precision agriculture and the spatial resolution provided by
Unmanned Aerial Vehicles (UAVs) is revolutionizing precision agriculture workflows for …
Unmanned Aerial Vehicles (UAVs) is revolutionizing precision agriculture workflows for …
Crop monitoring in smallholder farms using unmanned aerial vehicles to facilitate precision agriculture practices: a scoping review and bibliometric analysis
In this study, we conducted a scoping review and bibliometric analysis to evaluate the state-
of-the-art regarding actual applications of unmanned aerial vehicle (UAV) technologies to …
of-the-art regarding actual applications of unmanned aerial vehicle (UAV) technologies to …
[HTML][HTML] Crop type mapping by using transfer learning
A Nowakowski, J Mrziglod, D Spiller, R Bonifacio… - International Journal of …, 2021 - Elsevier
Crop type mapping currently represents an important problem in remote sensing. Accurate
information on the extent and types of crops derived from remote sensing can help …
information on the extent and types of crops derived from remote sensing can help …
Impact of texture information on crop classification with machine learning and UAV images
Unmanned aerial vehicle (UAV) images that can provide thematic information at much
higher spatial and temporal resolutions than satellite images have great potential in crop …
higher spatial and temporal resolutions than satellite images have great potential in crop …
Computer vision-based citrus tree detection in a cultivated environment using UAV imagery
Manual inspection has been a common application for counting the trees and plants in
orchards in precision agriculture processes. However, it is a time-consuming and, labour …
orchards in precision agriculture processes. However, it is a time-consuming and, labour …
Deep neural networks and transfer learning for food crop identification in UAV images
Accurate projections of seasonal agricultural output are essential for improving food security.
However, the collection of agricultural information through seasonal agricultural surveys is …
However, the collection of agricultural information through seasonal agricultural surveys is …
Smart Agricultural–Industrial Crop-Monitoring System Using Unmanned Aerial Vehicle–Internet of Things Classification Techniques
Unmanned aerial vehicles (UAVs) coupled with machine learning approaches have
attracted considerable interest from academicians and industrialists. UAVs provide the …
attracted considerable interest from academicians and industrialists. UAVs provide the …
Remote crop mapping at scale: Using satellite imagery and UAV-acquired data as ground truth
M Hegarty-Craver, J Polly, M O'Neil, N Ujeneza… - Remote Sensing, 2020 - mdpi.com
Timely and accurate agricultural information is needed to inform resource allocation and
sustainable practices to improve food security in the developing world. Obtaining this …
sustainable practices to improve food security in the developing world. Obtaining this …