A Generic Semi-Supervised Deep Learning-Based Approach for Automated Surface Inspection

A Generic Semi-Supervised Deep Learning-Based Approach for Automated Surface Inspection

Automated surface inspection (ASI) is critical to quality control in industrial manufacturing processes. Recent advances in deep learning have produced new ASI methods that automatically learn high-level features from training samples while being robust to changes and capable of detecting different...

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Bibliographic Details
Main Authors: Xiaoqing Zheng, Hongcheng Wang, Jie Chen, Yaguang Kong, Song Zheng
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Automated surface inspection
defect detection
deep learning
machine vision
MixMatch
semi-supervised learning
Online Access:https://ieeexplore.ieee.org/document/9121251/

Internet

https://ieeexplore.ieee.org/document/9121251/

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