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- W2034851609 abstract "This paper provides a review of automated fabric defect detection methods developed in recent years. Fabric defect detection, as a popular topic in automation, is a necessary and essential step of quality control in the textile manufacturing industry. In categorizing these methods broadly, a major group is regarded as non-motif-based while a minor group is treated as motif-based. Non-motif-based approaches are conventional, whereas the motif-based approach is novel in utilizing motif as a basic manipulation unit. Compared with previously published review papers on fabric inspection, this paper firstly offers an up-to-date survey of different defect detection methods and describes their characteristics, strengths and weaknesses. Secondly, it employs a wider classification of methods and divides them into seven approaches (statistical, spectral, model-based, learning, structural, hybrid, and motif-based) and performs a comparative study across these methods. Thirdly, it also presents a qualitative analysis accompanied by results, including detection success rate for every method it has reviewed. Lastly, insights, synergy and future research directions are discussed. This paper shall benefit researchers and practitioners alike in image processing and computer vision fields in understanding the characteristics of the different defect detection approaches." @default.
- W2034851609 created "2016-06-24" @default.
- W2034851609 creator A5021455647 @default.
- W2034851609 creator A5050782286 @default.
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- W2034851609 date "2011-06-01" @default.
- W2034851609 modified "2023-10-10" @default.
- W2034851609 title "Automated fabric defect detection—A review" @default.
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- W2034851609 cites W1968861218 @default.
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- W2034851609 cites W2046187068 @default.
- W2034851609 cites W2048715575 @default.
- W2034851609 cites W2049371406 @default.
- W2034851609 cites W2049694710 @default.
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- W2034851609 cites W2054278237 @default.
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- W2034851609 cites W2067173330 @default.
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- W2034851609 cites W2109925328 @default.
- W2034851609 cites W2116090201 @default.
- W2034851609 cites W2117312310 @default.
- W2034851609 cites W2124915603 @default.
- W2034851609 cites W2126413416 @default.
- W2034851609 cites W2127751858 @default.
- W2034851609 cites W2132549764 @default.
- W2034851609 cites W2132754100 @default.
- W2034851609 cites W2132979247 @default.
- W2034851609 cites W2132984323 @default.
- W2034851609 cites W2136367321 @default.
- W2034851609 cites W2137048067 @default.
- W2034851609 cites W2145456339 @default.
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- W2034851609 doi "https://doi.org/10.1016/j.imavis.2011.02.002" @default.
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