Workflow towards automated segmentation of agglomerated, non-spherical particles from electron microscopy images using artificial neural networks

Abstract We present a workflow for obtaining fully trained artificial neural networks that can perform automatic particle segmentations of agglomerated, non-spherical nanoparticles from scanning electron microscopy images “from scratch”, without the need for large training data sets of manually anno...

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Autores principales: Bastian Rühle, Julian Frederic Krumrey, Vasile-Dan Hodoroaba
Formato: article
Lenguaje:EN
Publicado: Nature Portfolio 2021
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Acceso en línea:https://doaj.org/article/5f1227f7c1114b9b8aea7aff6a12191a
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