Woven Fabric Pattern Recognition and Classification Based on Deep Convolutional Neural Networks

The weave pattern (texture) of woven fabric is considered to be an important factor of the design and production of high-quality fabric. Traditionally, the recognition of woven fabric has a lot of challenges due to its manual visual inspection. Moreover, the approaches based on early machine learnin...

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Bibliographic Details
Main Authors: Muhammad Ather Iqbal Hussain, Babar Khan, Zhijie Wang, Shenyi Ding
Format: Article
Language:English
Published: MDPI AG 2020-06-01
Series:Electronics
Subjects:
Online Access:https://www.mdpi.com/2079-9292/9/6/1048