Hyperbolic geometry enhanced feature filtering network for industrial anomaly detection

Abstract In recent years, Cutting-edge machine learning algorithms and systems in Industry 4.0 enhance quality control and increase production efficiency. The visual perception algorithms have become extensively utilized in surface defect detection, progressively replacing manual inspection methods....

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Bibliographic Details
Main Authors: Yanjun Feng, Jun Liu, Yonggang Gai
Format: Article
Language:English
Published: Nature Portfolio 2025-07-01
Series:Scientific Reports
Subjects:
Online Access:https://doi.org/10.1038/s41598-025-07550-0
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