A texture enhanced attention model for defect detection in thermal protection materials

A texture enhanced attention model for defect detection in thermal protection materials

Abstract Thermal protection materials are widely used in the aerospace field, where detecting internal defects is crucial for ensuring spacecraft structural integrity and safety in extreme temperature environments. Existing detection models struggle with these materials due to challenges like defect...

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Bibliographic Details
Main Authors: Jialin Song, Zhaoba Wang, Kailiang Xue, Youxing Chen, Guodong Guo, Maozhen Li, Asoke K. Nandi
Format: Article
Language:English
Published: Nature Portfolio 2025-02-01
Series:Scientific Reports
Subjects:
Defect detection
Thermal protection material
Concealed object detection
Texture enhancement
Attention mechanism
Online Access:https://doi.org/10.1038/s41598-025-89376-4
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https://doi.org/10.1038/s41598-025-89376-4

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