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Semi-Supervised Defect Detection Method with Data-Expanding Strategy for PCB Quality Inspection

Printed circuit board (PCB) defect detection plays a crucial role in PCB production, and the popular methods are based on deep learning and require large-scale datasets with high-level ground-truth labels, in which it is time-consuming and costly to label these datasets. Semi-supervised learning (SS...

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Detalles Bibliográficos
Autores principales: Wan, Yusen, Gao, Liang, Li, Xinyu, Gao, Yiping
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9611715/
https://www.ncbi.nlm.nih.gov/pubmed/36298322
http://dx.doi.org/10.3390/s22207971