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SMC-YOLO: Surface Defect Detection of PCB Based on Multi-Scale Features and Dual Loss Functions

The detection of surface defects on printed circuit board (PCB) plays a vital role. However, current defect detection methods face significant challenges, such as frequently misidentifying non-defective areas as defects, low defect recognition capability, and diminished accuracy in identifying minor...

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Principais autores: Wei-Bin Kong, Zhi-Fei Zhang, Ting-Lin Zhang, Lei Wang, Zi-Yao Cheng, Mo Zhou
Formato: Artigo
Idioma:Inglês
Publicado: IEEE 2024-01-01
Series:IEEE Access
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Acceso en liña:https://ieeexplore.ieee.org/document/10613407/
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