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Ming-Tian Wang

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Conference Sep 2026

MSDA-YOLO: a multiscale direction-aware network for surface defect detection in arc additive manufacturing

Wire and arc additive manufacturing (WAAM) enables efficient fabrication of complex metal components, but surface defects can compromise structural integrity. Detecting such defects from point-cloud projection images remains challenging due to low contrast, scale variation, and detail loss. This paper proposes MSDA-YOL...

Xun Cai, Ming-Tian Wang, Yuan Liu et al. · 0 citations

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