Domain Adapted Deep-Learning for Improved Ultrasonic Crack Characterization Using Limited Experimental Data
Author:
Affiliation:
1. Department of Mechanical Engineering, University of Bristol, Bristol, U.K.
2. Baker Hughes, Cramlington, U.K.
Funder
Engineering and Physical Sciences Research Council (EPSRC) through the Research Centre for Nondestructive Evaluation
Baker Hughes, Cramlington, U.K.
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Subject
Electrical and Electronic Engineering,Acoustics and Ultrasonics,Instrumentation
Link
http://xplorestaging.ieee.org/ielx7/58/9745390/09713882.pdf?arnumber=9713882
Reference52 articles.
1. Few-shot adversarial domain adaptation;motiian;Proc Adv Neural Inf Process Syst,2017
2. Adversarial Discriminative Domain Adaptation
3. Machine learning at the interface of structural health monitoring and non-destructive evaluation
4. Structural damage detection with insufficient data using transfer learning techniques
5. GDXray: The Database of X-ray Images for Nondestructive Testing
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