Fagen Liao

ORCID: 0000-0003-1070-4493
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Research Areas
  • Image and Object Detection Techniques
  • Industrial Vision Systems and Defect Detection
  • Non-Destructive Testing Techniques

With the development of data-driven models, deep learning has been increasingly applied in field defect detection. However, performance models is greatly restricted by costly labeling and sample scarcity. One best approaches to solve data imbalance problem increasing quantity diversity samples. Meanwhile, current based on generative adversarial network (GAN) cannot readily control category shape generated samples, which results inefficient augmentation. Thus, simultaneously achieve...

10.1109/tim.2022.3160542 article EN IEEE Transactions on Instrumentation and Measurement 2022-01-01
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