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A Semi-Automatic Labeling Framework for PCB Defects via Deep Embeddings and Density-Aware Clustering

(1) Background. Printed circuit board (PCB) inspection is increasingly constrained by the cost and latency of reliable labels, owing to tiny/low-contrast defects embedded in complex backgrounds and severe class imbalance. (2) Methods. We proposed a semi-automatic labeling pipeline that converts anom...

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Principais autores: Sang-Jeong Lee, Sung-Bal Seo, You-Suk Bae
Formato: Artigo
Idioma:Inglês
Publicado: MDPI AG 2025-10-01
Series:Sensors
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Acceso en liña:https://www.mdpi.com/1424-8220/25/20/6470
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