A Tool for Rapid Analysis Using Image Processing and Artificial Intelligence: Automated Interoperable Characterization Data of Metal Powder for Additive Manufacturing with SEM Case

A Tool for Rapid Analysis Using Image Processing and Artificial Intelligence: Automated Interoperable Characterization Data of Metal Powder for Additive Manufacturing with SEM Case

A methodology for the automated analysis of metal powder scanning electron microscope (SEM) images towards material characterization is developed and presented. This software-based tool takes advantage of a combination of recent artificial intelligence advances (mask R-CNN), conventional image proce...

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Bibliographic Details
Main Authors: Georgios Bakas, Spyridon Dimitriadis, Stavros Deligiannis, Leonidas Gargalis, Ioannis Skaltsas, Kyriaki Bei, Evangelia Karaxi, Elias P. Koumoulos
Format: Article
Language:English
Published: MDPI AG 2022-10-01
Series:Metals
Subjects:
metal powder
scanning electron microscope
computer vision
instance segmentation
additive manufacturing
deep learning
Online Access:https://www.mdpi.com/2075-4701/12/11/1816

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