Lightweight multidimensional feature enhancement algorithm LPS-YOLO for UAV remote sensing target detection

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 computational complexity by re...

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Bibliographic Details
Main Authors: Yong Lu, Minghao Sun
Format: Article
Language:English
Published: Nature Portfolio 2025-01-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-025-85488-z
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