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Non-destructive Printed Circuit Board layout verification using a deterministic diffusion-guided framework
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AI
DOI：10.1016/j.engappai.2025.113012.png)
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Abstract
En 中文
• First systematic analysis of factors degrading non-destructive PCB X-ray imaging. • First dedicated AI framework for non-destructive PCB layout verification and analysis. • Deterministic diffusion extracts denoised features in a single forward-reverse cycle. • Achieves 80% faster processing while maintaining industrial-grade accuracy. • Improves Dice score by up to 9.33% over state-of-the-art PCB verification methods.
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