Deep Learning Neural Network Performance on NDT Digital X-ray Radiography Images: Analyzing the Impact of Image Quality Parameters—An Experimental Study

Deep Learning Neural Network Performance on NDT Digital X-ray Radiography Images: Analyzing the Impact of Image Quality Parameters—An Experimental Study

In response to the growing inspection demand exerted by process automation in component manufacturing, non-destructive testing (NDT) continues to explore automated approaches that utilize deep-learning algorithms for defect identification, including within digital X-ray radiography images. This nece...

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Bibliographic Details
Main Authors: Bata Hena, Ziang Wei, Clemente Ibarra Castanedo, Xavier Maldague
Format: Article
Language:English
Published: MDPI AG 2023-04-01
Series:Sensors
Subjects:
non-destructive testing
deep learning
automated defect recognition (ADR)
semantic segmentation
digital X-ray radiography
Online Access:https://www.mdpi.com/1424-8220/23/9/4324

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https://www.mdpi.com/1424-8220/23/9/4324

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