Concepedia

Fabric defect detection based on completed local quartet patterns and majority decision algorithm

Zahra Pourkaramdel, Shervan Fekri-Ershad, Loris Nanni

Expert Systems with Applications · 2022 · 79 citations · 27 references

Concepts

ComputingComputer ScienceComputer VisionMachine LearningDefect ClassificationDefect DetectionFault DetectionPattern RecognitionFabric Defect ClassificationFabric Feature ExtractionFabric Pattern AnalysisFabric SegmentationMachine Learning-based Defect DetectionMajority Decision-makingTextile Inspection

References

27

Multiresolution gray-scale and rotation invariant texture classification with local binary patterns

Timo Ojala, Matti Pietikäinen, Topi Mäenpää · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2002 · 15.3K citations

Computing, Computer Science, Computer Vision +16

Automated fabric defect detection—A review

Henry Y. T. Ngan, G.K.H. Pang, N.H.C. Yung · Image and Vision Computing · 2011 · 528 citations

Engineering, Computer Science, Manufacturing Engineering +12

Mobile-Unet: An efficient convolutional neural network for fabric defect detection

Junfeng Jing, Zhen Wang, Matthias Rätsch et al. · Textile Research Journal · 2020 · 310 citations

Computing, Computer Science, Manufacturing Engineering +17

Fabric defect detection systems and methods—A systematic literature review

Kazım Hanbay, Muhammed Fatih Talu, Ömer Faruk Özgüven · Optik · 2016 · 256 citations

Engineering, Industrial Engineering, Manufacturing Engineering +12

Fabric defect detection using morphological filters

K.L. Mak, Pai Peng, Ka Fai Cedric Yiu · Image and Vision Computing · 2009 · 237 citations

Engineering, Computer Science, Manufacturing Engineering +12