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Article: Patterned fabric inspection and visualization by the method of image decomposition

TitlePatterned fabric inspection and visualization by the method of image decomposition
Authors
Ng, Michael K.Ngan, Henry Y.T.Yuan, XiaomingZhang, Wenxing
Keywordsoperator splitting method
image decomposition
convex optimization
Classification
patterned fabric inspection
Issue Date2014
Citation
IEEE Transactions on Automation Science and Engineering, 2014, v. 11, n. 3, p. 943-947 How to Cite?
DOI: http://dx.doi.org/10.1109/TASE.2014.2314240
AbstractThis paper analyzes the cartoon and texture structures to inspect and visualize defective objects in a patterned fabric image. It presents a method of an image decomposition (ID) and solves it by a convex optimization algorithm. Our experimental results on benchmark fabric images are superior to those by other methods. © 2004-2012 IEEE.
Persistent Identifierhttp://hdl.handle.net/10722/251077
ISSN
1545-5955
2021 Impact Factor: 6.636
2020 SCImago Journal Rankings: 1.314
ISI Accession Number ID
WOS:000340101400029

 

DC FieldValueLanguage
dc.contributor.authorNg, Michael K.-
dc.contributor.authorNgan, Henry Y.T.-
dc.contributor.authorYuan, Xiaoming-
dc.contributor.authorZhang, Wenxing-
dc.date.accessioned2018-02-01T01:54:30Z-
dc.date.available2018-02-01T01:54:30Z-
dc.date.issued2014-
dc.identifier.citationIEEE Transactions on Automation Science and Engineering, 2014, v. 11, n. 3, p. 943-947-
dc.identifier.issn1545-5955-
dc.identifier.urihttp://hdl.handle.net/10722/251077-
dc.description.abstractThis paper analyzes the cartoon and texture structures to inspect and visualize defective objects in a patterned fabric image. It presents a method of an image decomposition (ID) and solves it by a convex optimization algorithm. Our experimental results on benchmark fabric images are superior to those by other methods. © 2004-2012 IEEE.-
dc.languageeng-
dc.relation.ispartofIEEE Transactions on Automation Science and Engineering-
dc.subjectoperator splitting method-
dc.subjectimage decomposition-
dc.subjectconvex optimization-
dc.subjectClassification-
dc.subjectpatterned fabric inspection-
dc.titlePatterned fabric inspection and visualization by the method of image decomposition-
dc.typeArticle-
dc.description.naturelink_to_subscribed_fulltext-
dc.identifier.doi10.1109/TASE.2014.2314240-
dc.identifier.scopuseid_2-s2.0-84904384244-
dc.identifier.volume11-
dc.identifier.issue3-
dc.identifier.spage943-
dc.identifier.epage947-
dc.identifier.isiWOS:000340101400029-
dc.identifier.issnl1545-5955-

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