Ultrasonic characterization of defects in polycrystalline materials based on TFM image reconstruction using denoising diffusion probabilistic models
Changrong Guo, Yue Ding, Hua Cui, Jianfeng Xu, Long Bai
Topics & Concepts
Ultrasonic sensorNoise reductionCharacterization (materials science)Probabilistic logicImage denoisingMaterials scienceDiffusionCrystalliteNoise (video)AcousticsArtificial intelligenceComputer scienceImage (mathematics)MetallurgyNanotechnologyPhysicsThermodynamicsUltrasonics and Acoustic Wave PropagationNon-Destructive Testing TechniquesGeophysical Methods and Applications