MicroDETR for efficient and lightweight PCB defect detection

Abstract Printed circuit board (PCB) defect detection faces significant challenges including dense micro-scale targets, similar background textures, and parameter redundancy in existing models. This study proposes MicroDETR, a lightweight real-time detection transformer optimized through three innov...

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Detalles Bibliográficos

Autores principales:	Yanru Hu, Xin Zou, Xiaoqin Huang, Suhuimin Tian
Formato:	Artigo
Lenguaje:	Inglês
Publicado:	Nature Portfolio 2026-04-01
Colección:	Scientific Reports
Materias:	Defect detection Fusion network Adaptive feature aggregation RT-DETR Efficient
Acceso en línea:	https://doi.org/10.1038/s41598-025-28617-y
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