EEDD: Edge-Guided Energy-Based PCB Defect Detection

EEDD: Edge-Guided Energy-Based PCB Defect Detection

Printed circuit board (PCB) defect detection is critical for ensuring the safety of electronic devices, especially in the space industry. Non-reference-based methods, typically the deep learning methods, suffer from a large amount of annotated data requirements and poor interpretability. In contrast...

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Bibliographic Details
Main Authors: Shuixin Deng, Lei Deng, Ting Sun, Shijie Yu, Li Wang, Baohua Chen, Hao Hu, Yusen Xie, Hanxi Yin, Junwei Xiao, Xinglong Cui, Yeyu Fu, Xuewei Tang, Ruirui Song, Lin Li, Shanpeng Xiao, Yuan Li, Yizheng Li
Format: Article
Language:English
Published: MDPI AG 2023-05-01
Series:Electronics
Subjects:
printed circuit board
tiny defect detection
edge feature
energy transformation
energy anomaly score
contour flood fill
Online Access:https://www.mdpi.com/2079-9292/12/10/2306

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