Pitting Detection and Characterization From Ultrasound Timelapse Images Using Convolutional Neural Networks

Pitting Detection and Characterization From Ultrasound Timelapse Images Using Convolutional Neural Networks

Pitting corrosion, a localized form of corrosion leading to cavities and structural failure in metallic materials, requires early detection for effective mitigation. While ultrasonic inspection techniques can readily detect uniform wall thinning, they often struggle to identify pitting corrosion. Th...

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Bibliographic Details
Main Authors: Magnus Wangensteen, Tonni Franke Johansen, Ali Fatemi, Erlend Magnus Viggen, Lars Eidissen Haugan
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Open Journal of Instrumentation and Measurement
Subjects:
2-D timelapse image
machine learning
nondestructive testing (NDT)
pitting corrosion
ultrasound
Online Access:https://ieeexplore.ieee.org/document/10520720/
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