A multi-task and multi-scale convolutional neural network for automatic recognition of woven fabric...
A multi-task and multi-scale convolutional neural network for automatic recognition of woven fabric pattern
About this item
Full title
Author / Creator
Meng, Shuo , Pan, Ruru , Gao, Weidong , Zhou, Jian , Wang, Jingan and He, Wentao
Publisher
New York: Springer US
Journal title
Language
English
Formats
Publication information
Publisher
New York: Springer US
Subjects
More information
Scope and Contents
Contents
The recognition of woven fabric pattern is a crucial task for mass manufacturing and quality control in the textile industry. Traditional methods based on image processing have some limitations on accuracy and stability. In this paper, an automatic method is proposed to jointly realize yarn location and weave pattern recognition. First, a new big f...
Alternative Titles
Full title
A multi-task and multi-scale convolutional neural network for automatic recognition of woven fabric pattern
Authors, Artists and Contributors
Author / Creator
Identifiers
Primary Identifiers
Record Identifier
TN_cdi_proquest_journals_2500913578
Permalink
https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_2500913578
Other Identifiers
ISSN
0956-5515
E-ISSN
1572-8145
DOI
10.1007/s10845-020-01607-9
