Quantitative Analysis of Metallographic Image Using Attention-Aware Deep Neural Networks

Quantitative Analysis of Metallographic Image Using Attention-Aware Deep Neural Networks

As a detection tool to identify metal or alloy, metallographic quantitative analysis has received increasing attention for its ability to evaluate quality control and reveal mechanical properties. The detection procedure is mainly operated manually to locate and characterize the constitution in meta...

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Bibliographic Details
Main Authors: Yifei Xu, Yuewan Zhang, Meizi Zhang, Mian Wang, Wujiang Xu, Chaoyong Wang, Yan Sun, Pingping Wei
Format: Article
Language:English
Published: MDPI AG 2020-12-01
Series:Sensors
Subjects:
metallographic analysis
image segmentation
object recognition
attention mechanism
Online Access:https://www.mdpi.com/1424-8220/21/1/43

Internet

https://www.mdpi.com/1424-8220/21/1/43

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