Colour‐patterned fabric defect detection based on an unsupervised multi‐scale U‐shaped denoising convolutional autoencoder model

This study proposes an unsupervised, learning‐based, reconstructed scheme and a residual analysis‐based defect detection model for colour‐patterned fabric defect detection problems in the clothing process industry. It solves the challenging problems of existing supervised fabric defect detection met...

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Bibliographic Details

Published in:	Coloration technology Vol. 138; no. 5; pp. 522 - 537
Main Authors:	Zhang, Hongwei, Liu, Shuting, Tan, Quanlu, Lu, Shuai, Yao, Le, Ge, Zhiqiang
Format:	Journal Article
Language:	English
Published:	Bradford Wiley Subscription Services, Inc 01.10.2022
Subjects:	Color Defects Image reconstruction Noise reduction
ISSN:	1472-3581, 1478-4408
Online Access:	Get full text
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