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Accurate phase retrieval of complex 3D point spread functions with deep residual neural networks

Phase retrieval, i.e., the reconstruction of phase information from intensity information, is a central problem in many optical systems. Imaging the emission from a point source such as a single molecule is one example. Here, we demonstrate that a deep residual neural net is able to quickly and accu...

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Vydáno v:Appl Phys Lett
Hlavní autoři: Möckl, Leonhard, Petrov, Petar N., Moerner, W. E.
Médium: Artigo
Jazyk:Inglês
Vydáno: AIP Publishing LLC 2019
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC7043838/
https://ncbi.nlm.nih.gov/pubmed/32127719
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1063/1.5125252
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