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3D deep convolutional neural network segmentation model for precipitate and porosity identification in synchrotron X-ray tomograms

New developments at synchrotron beamlines and the ongoing upgrades of synchrotron facilities allow the possibility to study complex structures with a much better spatial and temporal resolution than ever before. However, the downside is that the data collected are also significantly larger (more tha...

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Detalles Bibliográficos
Autores principales: Gaudez, S., Ben Haj Slama, M., Kaestner, A., Upadhyay, M. V.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: International Union of Crystallography 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9455210/
https://www.ncbi.nlm.nih.gov/pubmed/36073882
http://dx.doi.org/10.1107/S1600577522006816