Complex Pattern Jacquard Fabrics Defect Detection Using Convolutional Neural Networks and Multispectral Imaging

Complex Pattern Jacquard Fabrics Defect Detection Using Convolutional Neural Networks and Multispectral Imaging

Manual inspection of textiles is a long, tedious, and costly method. Technology has solved this problem by developing automatic systems for textile inspection. However, Jacquard fabrics present a challenge because patterns can be complex and seemingly random to systems. Only a few in-depth studies h...

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Bibliographic Details
Main Authors: Mahmoud M. Khodier, Sabah M. Ahmed, Mohammed Sharaf Sayed
Format: Article
Language:English
Published: IEEE 2022-01-01
Series:IEEE Access
Subjects:
Complex patterns
convolutional neural networks
fabric defect detection
jacquard
multispectral imaging
Online Access:https://ieeexplore.ieee.org/document/9686715/

Internet

https://ieeexplore.ieee.org/document/9686715/

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