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Article: Defect detection in textured materials using optimized filters

TitleDefect detection in textured materials using optimized filters
Authors
KeywordsDefect detection
Industrial inspection
Optimized FIR filters
Performance evaluation
Quality assurance
Textured defects
Issue Date2002
PublisherIEEE.
Citation
Ieee Transactions On Systems, Man, And Cybernetics, Part B: Cybernetics, 2002, v. 32 n. 5, p. 553-570 How to Cite?
AbstractThe problem of automated defect detection in textured materials is investigated. A new approach for defect detection using linear FIR filters with optimized energy separation is proposed. Performance of different feature separation criterion with reference to fabric defects has been evaluated. The issues relating to the design of optimal filters for supervised and unsupervised web inspection are addressed. A general web inspection system based on the optimal filters is proposed. The experiments on this new approach have yielded excellent results. The low computational requirement confirms the usefulness of the approach for industrial inspection.
Persistent Identifierhttp://hdl.handle.net/10722/42905
ISSN
2014 Impact Factor: 6.22
2015 SCImago Journal Rankings: 3.921
ISI Accession Number ID
References

 

DC FieldValueLanguage
dc.contributor.authorKumar, Aen_HK
dc.contributor.authorPang, GKHen_HK
dc.date.accessioned2007-03-23T04:34:25Z-
dc.date.available2007-03-23T04:34:25Z-
dc.date.issued2002en_HK
dc.identifier.citationIeee Transactions On Systems, Man, And Cybernetics, Part B: Cybernetics, 2002, v. 32 n. 5, p. 553-570en_HK
dc.identifier.issn1083-4419en_HK
dc.identifier.urihttp://hdl.handle.net/10722/42905-
dc.description.abstractThe problem of automated defect detection in textured materials is investigated. A new approach for defect detection using linear FIR filters with optimized energy separation is proposed. Performance of different feature separation criterion with reference to fabric defects has been evaluated. The issues relating to the design of optimal filters for supervised and unsupervised web inspection are addressed. A general web inspection system based on the optimal filters is proposed. The experiments on this new approach have yielded excellent results. The low computational requirement confirms the usefulness of the approach for industrial inspection.en_HK
dc.format.extent1533094 bytes-
dc.format.extent28160 bytes-
dc.format.extent961133 bytes-
dc.format.mimetypeapplication/pdf-
dc.format.mimetypeapplication/msword-
dc.format.mimetypeapplication/pdf-
dc.languageengen_HK
dc.publisherIEEE.en_HK
dc.relation.ispartofIEEE Transactions on Systems, Man, and Cybernetics, Part B: Cyberneticsen_HK
dc.rights©2002 IEEE. Personal use of this material is permitted. However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution to servers or lists, or to reuse any copyrighted component of this work in other works must be obtained from the IEEE.en_HK
dc.rightsCreative Commons: Attribution 3.0 Hong Kong License-
dc.subjectDefect detectionen_HK
dc.subjectIndustrial inspectionen_HK
dc.subjectOptimized FIR filtersen_HK
dc.subjectPerformance evaluationen_HK
dc.subjectQuality assuranceen_HK
dc.subjectTextured defectsen_HK
dc.titleDefect detection in textured materials using optimized filtersen_HK
dc.typeArticleen_HK
dc.identifier.openurlhttp://library.hku.hk:4550/resserv?sid=HKU:IR&issn=1083-4419&volume=32&issue=5&spage=553&epage=570&date=2002&atitle=Defect+detection+in+textured+materials+using+optimized+filtersen_HK
dc.identifier.emailPang, GKH:gpang@eee.hku.hken_HK
dc.identifier.authorityPang, GKH=rp00162en_HK
dc.description.naturepublished_or_final_versionen_HK
dc.identifier.doi10.1109/TSMCB.2002.1033176en_HK
dc.identifier.scopuseid_2-s2.0-0036792668en_HK
dc.identifier.hkuros72415-
dc.relation.referenceshttp://www.scopus.com/mlt/select.url?eid=2-s2.0-0036792668&selection=ref&src=s&origin=recordpageen_HK
dc.identifier.volume32en_HK
dc.identifier.issue5en_HK
dc.identifier.spage553en_HK
dc.identifier.epage570en_HK
dc.identifier.isiWOS:000178092300001-
dc.publisher.placeUnited Statesen_HK
dc.identifier.scopusauthoridKumar, A=35198218300en_HK
dc.identifier.scopusauthoridPang, GKH=7103393283en_HK
dc.identifier.citeulike6008055-

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