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Author

Jing-Juan Guo

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Open access Sep 2026

Dual-path attention with adaptive energy-guided interaction for real-time industrial defect detection

Detecting industrial defects presents formidable challenges, as anomalies often appear as tiny, low-contrast objects on complex surfaces with varied orientations. This work introduces two lightweight attention modules that strengthen feature discrimination while incurring minimal computational overhead. Our lightweight...

Jing-Juan Guo, Yu-Feng Li, Meng-Qiang Yi et al. · 0 citations

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