Lightweight multidimensional feature enhancement algorithm LPS-YOLO for UAV remote sensing target detection
Sign Up to like & getrecommendations! Published in 2025 at "Scientific Reports"
DOI: 10.1038/s41598-025-85488-z
Abstract: Detecting small targets in UAV remote sensing images is challenging for traditional lightweight methods due to difficulty in feature extraction and high background interference. We propose LPS-YOLO, which improves small target feature extraction while reducing… read more here.
Keywords: target detection; remote sensing; lps yolo; uav remote ... See more keywords
LMANet: A Lighter and More Accurate Multiobject Detection Network for UAV Remote Sensing Imagery
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Geoscience and Remote Sensing Letters"
DOI: 10.1109/lgrs.2024.3432329
Abstract: Object detection using unmanned aerial vehicle (UAV) remote sensing images is a challenging task due to varying object scales, dense distribution, and the predominance of small object. Directly using a generalized object detector that has… read more here.
Keywords: remote; remote sensing; model; uav remote ... See more keywords
Preselection of Applicants for Small UAV Remote Pilot Training
Sign Up to like & getrecommendations! Published in 2024 at "SAGE Open"
DOI: 10.1177/21582440241293325
Abstract: In this article a new method is proposed for the preselection and objective evaluation of applicants for UAV training based on HMI models and mathematical analysis. With the rising number of UAV users there is… read more here.
Keywords: objective evaluation; remote pilots; pilot; preselection ... See more keywords
Semantic segmentation of UAV remote sensing images based on edge feature fusing and multi-level upsampling integrated with Deeplabv3+
Sign Up to like & getrecommendations! Published in 2023 at "PLOS ONE"
DOI: 10.1371/journal.pone.0279097
Abstract: Deeplabv3+ currently is the most representative semantic segmentation model. However, Deeplabv3+ tends to ignore targets of small size and usually fails to identify precise segmentation boundaries in the UAV remote sensing image segmentation task. To… read more here.
Keywords: remote sensing; uav remote; level; segmentation ... See more keywords
Application of UAV Remote Sensing in Monitoring Water Use Efficiency and Biomass of Cotton Plants Adjacent to Shelterbelt
Sign Up to like & getrecommendations! Published in 2022 at "Frontiers in Plant Science"
DOI: 10.3389/fpls.2022.894172
Abstract: Tree shelterbelts are crucial for maintaining the ecological environment of oasis, but they may also compete for soil water with adjacent crops, affecting crop yields. To evaluate the impacts of the shelterbelt on water use… read more here.
Keywords: remote sensing; uav remote; cotton; water ... See more keywords
A Campus Landscape Visual Evaluation Method Integrating PixScape and UAV Remote Sensing Images
Sign Up to like & getrecommendations! Published in 2025 at "Buildings"
DOI: 10.3390/buildings15010127
Abstract: Landscape, as an important component of environmental quality, is increasingly valued by scholars for its visual dimension. Unlike evaluating landscape visual quality through on-site observation or using digital photos, the landscape visualization modeling method supported… read more here.
Keywords: landscape visual; method; visual evaluation; uav remote ... See more keywords