A Feature-Oriented Reconstruction Method for Surface-Defect Detection on Aluminum Profiles

A Feature-Oriented Reconstruction Method for Surface-Defect Detection on Aluminum Profiles

The number of defect samples on the surface of aluminum profiles is small, and the distribution of abnormal visual features is dispersed, such that the existing supervised detection methods cannot effectively detect undefined defects. At the same time, the normal texture of the aluminum profile surf...

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Bibliographic Details
Main Authors: Shancheng Tang, Ying Zhang, Zicheng Jin, Jianhui Lu, Heng Li, Jiqing Yang
Format: Article
Language:English
Published: MDPI AG 2023-12-01
Series:Applied Sciences
Subjects:
defect detection
aluminum profile
unsupervised learning
complex texture processing
Online Access:https://www.mdpi.com/2076-3417/14/1/386

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https://www.mdpi.com/2076-3417/14/1/386

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