VM-UNet++ research on crack image segmentation based on improved VM-UNet

Abstract Cracks are common defects in physical structures, and if not detected and addressed in a timely manner, they can pose a severe threat to the overall safety of the structure. In recent years, with advancements in deep learning, particularly the widespread use of Convolutional Neural Networks...

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Bibliographic Details
Main Authors: Wenliang Tang, Ziyi Wu, Wei Wang, Youqin Pan, Weihua Gan
Format: Article
Language:English
Published: Nature Portfolio 2025-03-01
Series:Scientific Reports
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Online Access:https://doi.org/10.1038/s41598-025-92994-7
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