Identification of acoustic emission sources for structural health monitoring applications based on convolutional neural networks and deep transfer learning
Daniel Frank Hesser, Shimaalsadat Mostafavi, Georg Karl Kocur, Bernd Markert
Topics & Concepts
Acoustic emissionComputer scienceConvolutional neural networkTransfer of learningArtificial intelligenceArtificial neural networkDeep learningWaveletTime domainMulti-task learningTransformation (genetics)Pattern recognition (psychology)AcousticsSpeech recognitionComputer visionEngineeringPhysicsChemistryBiochemistryGeneTask (project management)Systems engineeringUltrasonics and Acoustic Wave PropagationStructural Health Monitoring TechniquesNon-Destructive Testing Techniques