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Article: Regularity analysis for patterned texture inspection
Title | Regularity analysis for patterned texture inspection | ||||
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Authors | |||||
Keywords | Fabric inspection Patterned texture analysis Periodicity Regular bands Regularity analysis | ||||
Issue Date | 2009 | ||||
Publisher | IEEE. | ||||
Citation | Ieee Transactions On Automation Science And Engineering, 2009, v. 6 n. 1, p. 131-144 How to Cite? | ||||
Abstract | This paper considers regularity analysis for patterned texture material inspection. Patterned texture-like fabric is built on a repetitive unit of a pattern. Regularity is one of the most important features in many textures. In this paper, a new patterned texture inspection approach called the regular bands (RB) method is described. First, the properties of textures and the meaning of regularity measurements are presented. Next, traditional regularity analysis for patterned textures is introduced. Many traditional approaches such as co-occurrence matrices, autocorrelation, traditional image subtraction and hash function are based on the concept of periodicity. These approaches have been applied for image retrieval, image synthesis, and defect detection of patterned textures. In this paper, a new measure of periodicity for patterned textures is described. The Regular Bands method is based on the idea of periodicity. A detailed description of the RB method with definitions, procedures, and explanations is given. There is also a detailed evaluation using the Regular Bands of some patterned textures. Three kinds of patterned fabric samples are used in the evaluation and a high detection success rate is achieved. Finally, there is a discussion of the method and some conclusions. © 2006 IEEE. | ||||
Persistent Identifier | http://hdl.handle.net/10722/58843 | ||||
ISSN | 2023 Impact Factor: 5.9 2023 SCImago Journal Rankings: 2.144 | ||||
ISI Accession Number ID |
Funding Information: Manuscript received April 30. 2007; revised August 15, 2007. First published December 30, 2008; current version published December 30, 2008. This paper was recommended for publication by Associate Editor H. Qiao and Editor M. Wang upon evaluation of the reviewers' comments. This work was supported by Grants HKU 7169/03E and CRCG 10205131 from the University of Hong Kong. | ||||
References | |||||
Grants |
DC Field | Value | Language |
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dc.contributor.author | Ngan, HYT | en_HK |
dc.contributor.author | Pang, GKH | en_HK |
dc.date.accessioned | 2010-05-31T03:37:53Z | - |
dc.date.available | 2010-05-31T03:37:53Z | - |
dc.date.issued | 2009 | en_HK |
dc.identifier.citation | Ieee Transactions On Automation Science And Engineering, 2009, v. 6 n. 1, p. 131-144 | en_HK |
dc.identifier.issn | 1545-5955 | en_HK |
dc.identifier.uri | http://hdl.handle.net/10722/58843 | - |
dc.description.abstract | This paper considers regularity analysis for patterned texture material inspection. Patterned texture-like fabric is built on a repetitive unit of a pattern. Regularity is one of the most important features in many textures. In this paper, a new patterned texture inspection approach called the regular bands (RB) method is described. First, the properties of textures and the meaning of regularity measurements are presented. Next, traditional regularity analysis for patterned textures is introduced. Many traditional approaches such as co-occurrence matrices, autocorrelation, traditional image subtraction and hash function are based on the concept of periodicity. These approaches have been applied for image retrieval, image synthesis, and defect detection of patterned textures. In this paper, a new measure of periodicity for patterned textures is described. The Regular Bands method is based on the idea of periodicity. A detailed description of the RB method with definitions, procedures, and explanations is given. There is also a detailed evaluation using the Regular Bands of some patterned textures. Three kinds of patterned fabric samples are used in the evaluation and a high detection success rate is achieved. Finally, there is a discussion of the method and some conclusions. © 2006 IEEE. | en_HK |
dc.language | eng | en_HK |
dc.publisher | IEEE. | en_HK |
dc.relation.ispartof | IEEE Transactions on Automation Science and Engineering | en_HK |
dc.rights | ©2008 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. | - |
dc.subject | Fabric inspection | en_HK |
dc.subject | Patterned texture analysis | en_HK |
dc.subject | Periodicity | en_HK |
dc.subject | Regular bands | en_HK |
dc.subject | Regularity analysis | en_HK |
dc.title | Regularity analysis for patterned texture inspection | en_HK |
dc.type | Article | en_HK |
dc.identifier.openurl | http://library.hku.hk:4550/resserv?sid=HKU:IR&issn=1545-5955&volume=6&issue=1&spage=131&epage=144&date=2009&atitle=Regularity+analysis+for+patterned+texture+inspection | en_HK |
dc.identifier.email | Pang, GKH:gpang@eee.hku.hk | en_HK |
dc.identifier.authority | Pang, GKH=rp00162 | en_HK |
dc.description.nature | published_or_final_version | - |
dc.identifier.doi | 10.1109/TASE.2008.917140 | en_HK |
dc.identifier.scopus | eid_2-s2.0-58149515956 | en_HK |
dc.identifier.hkuros | 172004 | en_HK |
dc.relation.references | http://www.scopus.com/mlt/select.url?eid=2-s2.0-58149515956&selection=ref&src=s&origin=recordpage | en_HK |
dc.identifier.volume | 6 | en_HK |
dc.identifier.issue | 1 | en_HK |
dc.identifier.spage | 131 | en_HK |
dc.identifier.epage | 144 | en_HK |
dc.identifier.isi | WOS:000262327200014 | - |
dc.publisher.place | United States | en_HK |
dc.relation.project | Wavelet transform approach for defect classification in textured materials | - |
dc.identifier.scopusauthorid | Ngan, HYT=7102173824 | en_HK |
dc.identifier.scopusauthorid | Pang, GKH=7103393283 | en_HK |
dc.identifier.issnl | 1545-5955 | - |