A novel dual-student reverse knowledge distillation method for magnetic tile defect detection

Abstract Magnetic tiles surface defect detection is crucial in industrial production. However, it is difficult to effectively detect and locate defective areas in magnetic tiles due to the following problems: (1) The defect texture of the magnetic tile material is highly similar to the background te...

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Bibliographic Details
Main Authors: Jiyan Tang, Ao Zhang, Weian Liu
Format: Article
Language:English
Published: Nature Portfolio 2025-07-01
Series:Scientific Reports
Subjects:
Online Access:https://doi.org/10.1038/s41598-025-12339-2
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