Using Deep Principal Components Analysis-Based Neural Networks for Fabric Pilling Classification

A manufacturer’s fabric first undergoes an abrasion test and manual visual inspection to grade the fabric prior to shipment to ensure that there are no defects present. Manual visual classification consumes a considerable amount of human resources. Furthermore, extended use of the eyes dur...

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Bibliographic Details
Main Authors: Chin-Shan Yang, Cheng-Jian Lin, Wen-Jong Chen
Format: Article
Language:English
Published: MDPI AG 2019-04-01
Series:Electronics
Subjects:
Online Access:https://www.mdpi.com/2079-9292/8/5/474