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A review on deep learning in UAV remote sensing
International Journal of Applied Earth Observations and Geoinformation, 2021 Deep Neural Networks (DNNs) learn representation from data with an impressive capability, and brought important breakthroughs for processing images, time-series, natural language, audio, video, and many others.
Lucas Prado Osco +9 more
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Recognition of Banana Fusarium Wilt Based on UAV Remote Sensing [PDF]
Remote Sensing, 2020 Fusarium wilt (Panama disease) of banana currently threatens banana production areas worldwide. Timely monitoring of Fusarium wilt disease is important for the disease treatment and adjustment of banana planting methods. The objective of this study was to establish a method for identifying the banana regions infested or not infested with Fusarium wilt ...
Yu Ren, Huichun Ye, Yingying Dong
exaly +3 more sources
UAV Swarm Scheduling Method for Remote Sensing Observations during Emergency Scenarios
Remote Sensing, 2022 Recently, unmanned aerial vehicle (UAV) remote sensing has been widely used in emergency scenarios; the operating mode has transitioned from one UAV to multiple UAVs.
Jianli Liu +6 more
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Above-Ground Biomass Estimation in Oats Using UAV Remote Sensing and Machine Learning [PDF]
Sensors, 2022 Maitiniyazi Maimaitijiang +2 more
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Land Cover Classification of UAV Remote Sensing Based on Transformer–CNN Hybrid Architecture [PDF]
Sensors, 2023 Meixiang Gao, Luhe Wan, Gao Meixiang
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Intelligent Segmentation and Change Detection of Dams Based on UAV Remote Sensing Images
Remote Sensing, 2023 Guilin is situated in the southern part of China with abundant rainfall. There are 137 reservoirs, which are widely used for irrigation, flood control, water supply and power generation.
Haimeng Zhao +9 more
doaj +1 more source
智慧农业, 2022 Diseases and pests are main stresses to crop production. It is necessary to accurately and quickly monitor and control the stresses dynamically, so as to ensure the food security and the quality and safety of agricultural products, protect the ecological
YANG Guofeng +5 more
doaj +1 more source
Unmanned Aerial Vehicle (UAV) Remote Sensing in Grassland Ecosystem Monitoring: A Systematic Review
Remote Sensing, 2022 In recent years, the application of unmanned aerial vehicle (UAV) remote sensing in grassland ecosystem monitoring has increased, and the application directions have diversified.
Xin Lyu +5 more
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Editorial for Special Issue “UAV Photogrammetry and Remote Sensing” [PDF]
Remote Sensing, 2021 The concept of Remote Sensing as a way of capturing information from an object without making contact with it has, until recently, been exclusively focused on the use of earth observation satellites [...]
Fernando Carvajal-Ramírez +2 more
openaire +3 more sources
UAV Network Path Planning and Optimization Using a Vehicle Routing Model
Remote Sensing, 2023 Unmanned aerial vehicle (UAV) remote sensing has been applied in various fields due to its rapid implementation ability and high-resolution imagery. Single-UAV remote sensing has low efficiency and struggles to meet the growing demands of complex aerial ...
Xiaotong Chen +5 more
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