Deep learning-enhanced defects detection for printed circuit boards

Deep learning-enhanced defects detection for printed circuit boards

Printed circuit boards (PCBs) are an important component of electronic devices. Therefore, ensuring the quality of such PCBs in the manufacturing process is crucial. Especially, cracks or scratches appearing on the PCB surface pose a significant hurdle, due to their minuscule size, making them the m...

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Bibliographic Details
Main Authors: Van-Truong Nguyen, Xuan-Thuc Kieu, Duc-Tuan Chu, Xiem HoangVan, Phan Xuan Tan, Tuyen Ngoc Le
Format: Article
Language:English
Published: Elsevier 2025-03-01
Series:Results in Engineering
Subjects:
Printed circuit board
U-NET
Defect detection
Scratches defect
Computer vision
Online Access:http://www.sciencedirect.com/science/article/pii/S2590123025001550

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http://www.sciencedirect.com/science/article/pii/S2590123025001550

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