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An effective defect detection method based on improved Generative Adversarial Networks (iGAN) for machined surfaces

Qingxia Wang, Ronghui Yang, Chongjun Wu, Yao Liu

2021Journal of Manufacturing Processes41 citationsDOI

Topics & Concepts

Artificial intelligenceImage (mathematics)ResidualGenerative grammarSample (material)Process (computing)Surface (topology)Pattern recognition (psychology)Computer scienceMaterials scienceAdversarial systemImage restorationComputer visionImage processingAlgorithmMathematicsGeometryChemistryOperating systemChromatographyIndustrial Vision Systems and Defect DetectionImage and Object Detection TechniquesSurface Roughness and Optical Measurements
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