Joining Spatial Deformable Convolution and a Dense Feature Pyramid for Surface Defect Detection

Although deep learning-based surface defect detection approaches have performed remarkably well in recent years, the complicated shapes and large size differences of surface defects still pose enormous challenges for most existing methods. To address these issues, we propose a novel surface defect d...

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Veröffentlicht in:IEEE transactions on instrumentation and measurement 2024, Vol.73, p.1-14
Hauptverfasser: Huang, Zhenliang, Zhang, Congxuan, Ge, Liyue, Chen, Zhen, Lu, Ke, Wu, Chengzhong
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Sprache:eng
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