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Center-environment feature models for materials image segmentation based on machine learning

Materials properties depend not only on their compositions but also their microstructures under various processing conditions. So far, the analyses of complex microstructure images rely mostly on human experience, lack of automatic quantitative characterization methods. Machine learning provides an...

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Detalles Bibliográficos
Autores principales: Han, Yuexing, Li, Ruiqi, Yang, Shen, Chen, Qiaochuan, Wang, Bing, Liu, Yi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9334618/
https://www.ncbi.nlm.nih.gov/pubmed/35902655
http://dx.doi.org/10.1038/s41598-022-16824-w