Concepedia

Fabric Defect Detection Adopting Combined GLCM, Gabor Wavelet Features and Random Decision Forest

Nilesh Deotale, Tanuja Sarode

3D Research · 2019 · 53 citations · 30 references

Concepts

ComputingComputer ScienceComputer VisionFeature EngineeringMachine LearningDecision TreesDefect ClassificationDefect DetectionDefectsFault DetectionTexture AnalysisFabric Feature ExtractionGabor FeaturesMachine Learning-based Defect DetectionRandom Forest ClassificationWavelet Features

References

30

An analysis of co-occurrence texture statistics as a function of grey level quantization

David A. Clausi · Canadian Journal of Remote Sensing · 2002 · 1K citations

Computing, Computer Science, Computer Vision +16

Deformable Patterned Fabric Defect Detection With Fisher Criterion-Based Deep Learning

Yundong Li, Weigang Zhao, Jiahao Pan · IEEE Transactions on Automation Science and Engineering · 2016 · 260 citations

Computing, Computer Science, Computer Vision +11

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

An improved Otsu method using the weighted object variance for defect detection

Xiaocui Yuan, Lushen Wu, Qingjin Peng · Applied Surface Science · 2015 · 230 citations

Computing, Computer Science, Computer Vision +7

Defect Detection in Solar Modules Using ICA Basis Images

Du‐Ming Tsai, Shih-Chieh Wu, Wei‐Yao Chiu · IEEE Transactions on Industrial Informatics · 2012 · 185 citations

Engineering, Electrical Engineering, Materials Science +16