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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Bibliographic Details
Main Authors: Bastian Rühle, Julian Frederic Krumrey, Vasile-Dan Hodoroaba
Format: article
Language:EN
Published: Nature Portfolio 2021
Subjects:
R
Q
Online Access:https://doaj.org/article/5f1227f7c1114b9b8aea7aff6a12191a
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