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Object detection model design for tiny road surface damage

Object detection model design for tiny road surface damage

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_b7b611f864094c91affb184f6942a513

Object detection model design for tiny road surface damage

About this item

Full title

Object detection model design for tiny road surface damage

Publisher

London: Nature Publishing Group UK

Journal title

Scientific reports, 2025-04, Vol.15 (1), p.11032-21, Article 11032

Language

English

Formats

Publication information

Publisher

London: Nature Publishing Group UK

More information

Scope and Contents

Contents

Road surface damage detection is crucial in highway maintenance and traffic safety maintenance. However, existing detection methods generally suffer from insufficient generalization capability, poor detection of tiny damage, and difficulty balancing detection accuracy and computational cost. This study proposes a novel road surface damage object de...

Alternative Titles

Full title

Object detection model design for tiny road surface damage

Authors, Artists and Contributors

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_doaj_primary_oai_doaj_org_article_b7b611f864094c91affb184f6942a513

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_b7b611f864094c91affb184f6942a513

Other Identifiers

ISSN

2045-2322

E-ISSN

2045-2322

DOI

10.1038/s41598-025-95502-z

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