2023
DOI: 10.1049/ipr2.13020
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Research on oriented surface defect detection in the aircraft skin‐coating process based on an attention detector

Yongde Zhang,
Wei Wang,
Zhonghua Guo
et al.

Abstract: Aircraft coating process has been an important part in manufacturing process of modern aviation products. For coating defect detection, the manual observation with naked eyes is usually utilized, which leads to low production efficiency. In this paper, the authors propose the improved YOLOv5‐OBB with the channel‐spatial attention block (CSAB), feature pyramid non‐local module (FPNM) and structured sparsity slimming criterion (SSSC). The CSAB can pay more attention to effective channel information features from… Show more

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