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Peer-reviewedCC BY 4.0Scientific Reports

Improved YOLOv7-based surface defect detection method incorporating feature retention and densely-scale spatial attention mechanisms

  • Young-Long Chen
  • Chien-Yun Ko
  • Yu-Chieh Chang
  • Hsu-Ming Chang
Open at sourceDOICite

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Cite

BibTeXRIS
BibTeX
@article{chen2026improved,
  title = {{Improved YOLOv7-based surface defect detection method incorporating feature retention and densely-scale spatial attention mechanisms}},
  author = {Young-Long Chen and Chien-Yun Ko and Yu-Chieh Chang and Hsu-Ming Chang},
  journal = {Scientific Reports},
  year = {2026},
  month = nov,
  doi = {10.1038/s41598-026-78389-2},
  url = {https://www.nature.com/articles/s41598-026-78389-2},
  note = {CC BY 4.0},
}
RIS
TY  - JOUR
TI  - Improved YOLOv7-based surface defect detection method incorporating feature retention and densely-scale spatial attention mechanisms
AU  - Young-Long Chen
AU  - Chien-Yun Ko
AU  - Yu-Chieh Chang
AU  - Hsu-Ming Chang
PY  - 2026
DA  - 2026/11/05
JO  - Scientific Reports
DO  - 10.1038/s41598-026-78389-2
UR  - https://www.nature.com/articles/s41598-026-78389-2
SN  - 2045-2322
ER  -