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A review of algorithms for surface defect detection in welds based on machine learning

Jia Zhang, Penghui Li, Mingxing Zhang, K. M. Shen, Ya‐Zhe Xing

2025Expert Systems with Applications8 citationsDOI

Topics & Concepts

Computer scienceArtificial intelligenceMachine learningWeldingSegmentationMachine visionFeature extractionSurface (topology)Feature engineeringKey (lock)Quality (philosophy)Object detectionImage segmentationDeep learningAlgorithmFeature (linguistics)Component (thermodynamics)Robot weldingImage processingNondestructive testingNoise (video)Artificial neural networkExpert systemWelding Techniques and Residual StressesAdditive Manufacturing Materials and ProcessesAdvanced Welding Techniques Analysis
A review of algorithms for surface defect detection in welds based on machine learning | Litcius