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Unsupervised microstructure segmentation by mimicking metallurgists’ approach to pattern recognition
An efficient deep learning method is presented for distinguishing microstructures of a low carbon steel. There have been numerous endeavors to reproduce the human capability of perceptually classifying different textures using machine learning methods, but this is still very challenging owing to the...
Enregistré dans:
| Publié dans: | Sci Rep |
|---|---|
| Auteurs principaux: | , , |
| Format: | Artigo |
| Langue: | Inglês |
| Publié: |
Nature Publishing Group UK
2020
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| Sujets: | |
| Accès en ligne: | https://ncbi.nlm.nih.gov/pmc/articles/PMC7575545/ https://ncbi.nlm.nih.gov/pubmed/33082434 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-020-74935-8 |
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