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Proceedings Papers

A Deep Learning Based Super-Resolution Approach for the Reconstruction of Full Wavefields of Lamb Waves

Saeed Ullah, Pawel Kudela, Wieslaw Ostachowicz
Proc. ASME. QNDE2023, 2023 50th Annual Review of Progress in Quantitative Nondestructive Evaluation, V001T04A002, July 24–27, 2023
Publisher: American Society of Mechanical Engineers
Paper No: QNDE2023-109860
https://doi.org/10.1115/QNDE2023-109860
... wavefields of guided Lamb waves is very time-consuming. To tackle this problem, one possible solution is to acquire the guided Lamb waves in a low-resolution form and then apply a compressive sensing (CS) or a deep learning-based super-resolution approach to that low-resolution form of full wavefields data...
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Topics: Resolution (Optics), Waves