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AI meets UAVs: A survey on AI empowered UAV perception systems for precision agriculture
Precision Agriculture (PA) promises to boost crop productivity while reducing agricultural
costs and environmental footprints, and therefore is attracting ever-increasing interests in …
costs and environmental footprints, and therefore is attracting ever-increasing interests in …
[HTML][HTML] A systematic review of hyperspectral imaging in precision agriculture: Analysis of its current state and future prospects
Hyperspectral sensor adaptability in precision agriculture to digital images is still at its
nascent stage. Hyperspectral imaging (HSI) is data rich in solving agricultural problems like …
nascent stage. Hyperspectral imaging (HSI) is data rich in solving agricultural problems like …
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 …
Boosting precision crop protection towards agriculture 5.0 via machine learning and emerging technologies: A contextual review
Crop protection is a key activity for the sustainability and feasibility of agriculture in a current
context of climate change, which is causing the destabilization of agricultural practices and …
context of climate change, which is causing the destabilization of agricultural practices and …
Deep learning-based weed–crop recognition for smart agricultural equipment: A review
HR Qu, WH Su - Agronomy, 2024 - mdpi.com
Weeds and crops engage in a relentless battle for the same resources, leading to potential
reductions in crop yields and increased agricultural costs. Traditional methods of weed …
reductions in crop yields and increased agricultural costs. Traditional methods of weed …
Precision weed detection in wheat fields for agriculture 4.0: A survey of enabling technologies, methods, and research challenges
Weeds pose a serious threat to the safe wheat production. They are an important factor
contributing to the reduction in wheat yield and quality. The current weed control methods in …
contributing to the reduction in wheat yield and quality. The current weed control methods in …
[HTML][HTML] A comprehensive survey on weed and crop classification using machine learning and deep learning
Abstract Machine learning and deep learning are subsets of Artificial Intelligence that have
revolutionized object detection and classification in images or videos. This technology plays …
revolutionized object detection and classification in images or videos. This technology plays …
YOLOv8-RMDA: Lightweight YOLOv8 network for early detection of small target diseases in tea
R Ye, G Shao, Y He, Q Gao, T Li - Sensors, 2024 - mdpi.com
In order to efficiently identify early tea diseases, an improved YOLOv8 lesion detection
method is proposed to address the challenges posed by the complex background of tea …
method is proposed to address the challenges posed by the complex background of tea …
Weed detection and recognition in complex wheat fields based on an improved YOLOv7
K Wang, X Hu, H Zheng, M Lan, C Liu, Y Liu… - Frontiers in Plant …, 2024 - frontiersin.org
Introduction The precise detection of weeds in the field is the premise of implementing weed
management. However, the similar color, morphology, and occlusion between wheat and …
management. However, the similar color, morphology, and occlusion between wheat and …
Weedgan: a novel generative adversarial network for cotton weed identification
Recently, precision weed management has emerged as a promising solution for reducing
the use of herbicides which is hazardous to crops and human health. Thus, accurate …
the use of herbicides which is hazardous to crops and human health. Thus, accurate …