Deep-learning-based X-ray CT Slice Analysis for Layout Verification in Printed Circuit Boards

Author:

Cheng Deruo1,Shi Yiqiong1,Tee Yee-Yang1,Song Jingsi1,Wang Xue1,Wen Bihan1,Gwee Bah-Hwee1

Affiliation:

1. Nanyang Technological University,School of Electrical and Electronic Engineering,Singapore

Funder

National Research Foundation

Publisher

IEEE

Reference16 articles.

1. Multiple View Geometry in Computer Vision

2. A Framework for Automated Alignment and Layer Identification of X-Ray Tomography Imaged PCBs;botero;Proceedings of the Annual GOMACTech Conference,2020

3. Rethinking Atrous Convolution for Semantic Image Segmentation;chen,2017

4. U-net: Convolutional Networks for Biomedical Image Segmentation;ronneberger;Medical Image Computing and Computer-Assisted Intervention–MICCAI 2015 18th International Conference,2015

5. Dragonfly [computer software,2022

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1. X-Factor: Deep Learning-based PCB Counterfeit Detection using X-Ray CT Techniques for Hardware Assurance;Proceedings of the 21st ACM International Conference on Computing Frontiers: Workshops and Special Sessions;2024-05-07

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