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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Vydané v:	Coloration technology Ročník 138; číslo 5; s. 522 - 537
Hlavní autori:	Zhang, Hongwei, Liu, Shuting, Tan, Quanlu, Lu, Shuai, Yao, Le, Ge, Zhiqiang
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Bradford Wiley Subscription Services, Inc 01.10.2022
Predmet:	Color Defects Image reconstruction Noise reduction
ISSN:	1472-3581, 1478-4408
On-line prístup:	Získať plný text
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