A nondestructive testing method for detecting surface defects of Si3N4-Bearing cylindrical rollers based on an optimized convolutional neural network
Dahai Liao, Mingshuai Yin, Jiaqi Yi, Mengjuan Zhong, Nanxing Wu
Topics & Concepts
Convolutional neural networkBearing (navigation)Materials scienceArtificial neural networkSegmentationSurface (topology)Artificial intelligenceFeature (linguistics)Pattern recognition (psychology)Nondestructive testingComputer scienceFeature extractionMathematicsGeometryPhysicsLinguisticsQuantum mechanicsPhilosophyIndustrial Vision Systems and Defect DetectionSurface Roughness and Optical MeasurementsAdvanced Surface Polishing Techniques