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Holo-UNet: hologram-to-hologram neural network restoration for high fidelity low light quantitative phase imaging of live cells

Intensity shot noise in digital holograms distorts the quality of the phase images after phase retrieval, limiting the usefulness of quantitative phase microscopy (QPM) systems in long term live cell imaging. In this paper, we devise a hologram-to-hologram neural network, Holo-UNet, that restores hi...

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Bibliografiset tiedot
Julkaisussa:Biomed Opt Express
Päätekijät: Zhang, Zhiduo, Zheng, Yujie, Xu, Tienan, Upadhya, Avinash, Lim, Yean Jin, Mathews, Alexander, Xie, Lexing, Lee, Woei Ming
Aineistotyyppi: Artigo
Kieli:Inglês
Julkaistu: Optical Society of America 2020
Aiheet:
Linkit:https://ncbi.nlm.nih.gov/pmc/articles/PMC7587275/
https://ncbi.nlm.nih.gov/pubmed/33149965
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1364/BOE.395302
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