Mr. Hsuan-Ming Huang Profile

Hsuan-Ming Huang

at National Taiwan Univ

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Publications (3)

Proceedings Article | 27 October 2021 Paper

Deep neural networks enabled isotropic quantitative differential phase contrast microscopy

An-Cin Li, Yu-Hsiang Lin, Hsuan-Ming Huang, Yuan Luo

Proceedings Volume 11925, 119251P (2021) https://doi.org/10.1117/12.2615974

KEYWORDS: Microscopy, Phase transfer function, Neural networks, Phase contrast, Image processing, Phase retrieval, Image retrieval, Transform theory, Image storage, Statistical analysis

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Proceedings Article | 5 March 2021 Poster + Presentation

Utilizing the U-net architecture to achieve isotropic quantitative differential phase contrast imaging

An-Cin Li, Yu-Hsiang Lin, Hsuan-Ming Huang, Yuan Luo

Proceedings Volume 11709, 117090V (2021) https://doi.org/10.1117/12.2585484

KEYWORDS: Phase contrast, Phase retrieval, Data modeling, Statistical modeling, Spatial frequencies, Phase imaging, Performance modeling, Optical components, Neural networks

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Proceedings Article | 15 June 2020 Paper

Isotropic quantitative differential phase contrast microscopy using deep neural networks

An-Cin Li, Yu-Hsiang Lin, Hsuan-Ming Huang, Yuan Luo

Proceedings Volume 11521, 1152110 (2020) https://doi.org/10.1117/12.2573292

KEYWORDS: Microscopy, Phase contrast, Neural networks, Phase retrieval, Phase transfer function, Image retrieval, Image processing, Transform theory, Image storage, Lithium

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