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Deep-learning in digital holography with imperfect data

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We propose a digital holographic reconstruction algorithm based on deep learning with imperfect data. Experiments prove that this algorithm can reduce the impact of uncontrollable environmental factors on the dataset… Click to show full abstract

We propose a digital holographic reconstruction algorithm based on deep learning with imperfect data. Experiments prove that this algorithm can reduce the impact of uncontrollable environmental factors on the dataset and obtain satisfactoiy reconstruction images.

Keywords: holography imperfect; digital holography; deep learning; imperfect data; learning digital

Journal Title: Journal of Thrombosis and Haemostasis
Year Published: 2020

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