Lightweight multidimensional feature enhancement algorithm LPS-YOLO for UAV remote sensing target de...
Lightweight multidimensional feature enhancement algorithm LPS-YOLO for UAV remote sensing target detection
About this item
Full title
Author / Creator
Lu, Yong and Sun, Minghao
Publisher
London: Nature Publishing Group UK
Journal title
Language
English
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Publication information
Publisher
London: Nature Publishing Group UK
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More information
Scope and Contents
Contents
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 replacing the Conv backbone with SPDConv to retain fine-grain...
Alternative Titles
Full title
Lightweight multidimensional feature enhancement algorithm LPS-YOLO for UAV remote sensing target detection
Authors, Artists and Contributors
Author / Creator
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Primary Identifiers
Record Identifier
TN_cdi_doaj_primary_oai_doaj_org_article_eae390faad9b469f811118753b24f91f
Permalink
https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_eae390faad9b469f811118753b24f91f
Other Identifiers
ISSN
2045-2322
E-ISSN
2045-2322
DOI
10.1038/s41598-025-85488-z
