Local and Global Context-Enhanced Lightweight CenterNet for PCB Surface Defect Detection

Printed circuit board (PCB) surface defect detection is an essential part of the PCB manufacturing process. Currently, advanced CCD or CMOS sensors can capture high-resolution PCB images. However, the existing computer vision approaches for PCB surface defect detection require high computing effort,...

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Hlavní autoři:	Weixun Chen, Siming Meng, Xueping Wang
Médium:	Artigo
Jazyk:	Inglês
Vydáno:	MDPI AG 2024-07-01
Edice:	Sensors
Témata:	PCB surface defect detection lightweighting CenterNet PANet two-branch
On-line přístup:	https://www.mdpi.com/1424-8220/24/14/4729
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