High resolution weld semantic defect detection algorithm based on integrated double U structure

High resolution weld semantic defect detection algorithm based on integrated double U structure

Abstract As a key industrial equipment, the welding quality of pressure vessels is directly related to the operation safety, and X-ray nondestructive testing is an important means to evaluate the weld quality. In this study, a high-resolution semantic segmentation algorithm based on a double U-shape...

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Bibliographic Details
Main Authors: Xiaoyan Li, Yi Wei, Zhigang Lv, Peng Wang, Liangliang Li, Mengyu Sun, Chu Wang
Format: Article
Language:English
Published: Nature Portfolio 2025-05-01
Series:Scientific Reports
Subjects:
Defect detection
Semantic segmentation
Welding seam extraction
Data enhancement
Online Access:https://doi.org/10.1038/s41598-025-02421-0
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https://doi.org/10.1038/s41598-025-02421-0

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