Blind super-resolution network based on local fuzzy discriminative loss for fabric data augmentation

In the field of fabric defect detection, the development of algorithms has been hindered by issues such as poor quality and limited quantity of open-source datasets. Traditional data augmentation methods offer limited improvements in model performance, while generative data augmentation methods are...

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Bibliographic Details
Main Authors: Ning Dai, Xiaohan Hu, Kaixin Xu, Xudong Hu, Yanhong Yuan, Bo Cao, Luhong Shi
Format: Article
Language:English
Published: SAGE Publishing 2025-01-01
Series:Journal of Engineered Fibers and Fabrics
Online Access:https://doi.org/10.1177/15589250241313158
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