In-Depth Steel Crack Analysis Using Photoacoustic Imaging (PAI) with Machine Learning-Based Image Processing Techniques and Evaluating PAI-Based Internal Steel Crack Feasibility

In-Depth Steel Crack Analysis Using Photoacoustic Imaging (PAI) with Machine Learning-Based Image Processing Techniques and Evaluating PAI-Based Internal Steel Crack Feasibility

Steel plays an indispensable role in our daily lives, permeating various products ranging from essential commodities and recreational gears to information technology devices and general household items. The meticulous evaluation of steel defects holds paramount importance to ensure the secure and de...

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Bibliographic Details
Main Authors: Arbab Akbar, Ja Yeon Lee, Jun Hyun Kim, Myung Yung Jeong
Format: Article
Language:English
Published: MDPI AG 2023-12-01
Series:Applied Sciences
Subjects:
photoacoustic imaging
data augmentation
machine learning
regression models
statistical analysis
ANOVA test
Online Access:https://www.mdpi.com/2076-3417/13/24/13157

Internet

https://www.mdpi.com/2076-3417/13/24/13157

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