Ms. Xin Shu Profile

Xin Shu

at Chinese Univ of Hong Kong

SPIE Involvement:

Author

Publications (8)

Proceedings Article | 17 March 2023 Poster

Label-free E. coli viability assay using quantitative phase imaging and deep learning

Yi ZHANG, Yujie Nie, Xin Shu, Chengsong Ye, Xin Yu, Renjie Zhou

Proceedings Volume PC12389, PC123890Y (2023) https://doi.org/10.1117/12.2646939

KEYWORDS: Bacteria, Phase imaging, Image segmentation, Feature extraction, Water, Microscopy, Microbiology, Luminescence, Ecology, Convolutional neural networks

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Proceedings Article | 17 March 2023 Poster

Faster phase retrieval using deep learning model generated by neural architecture search

Xin Shu, Yi Zhang, Mengxuan Niu, Renjie Zhou, Hongfei Zhu

Proceedings Volume PC12389, PC123890X (2023) https://doi.org/10.1117/12.2648788

KEYWORDS: Phase retrieval, Network architectures, Signal attenuation, Computer programming, Signal to noise ratio, Phase imaging, Performance modeling, Neural networks, Demodulation

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Proceedings Article | 2 March 2022 Presentation + Paper

Learning end-to-end phase retrieval using only one interferogram with mixed-context network

Wei Luo, Yi Zhang, Xin Shu, Mengxuan Niu, Renjie Zhou

Proceedings Volume 11970, 119700A (2022) https://doi.org/10.1117/12.2610502

KEYWORDS: Phase retrieval, Data modeling, Statistical modeling, Neural networks, Network architectures, Convolution, Computer programming, Phase imaging, Fringe analysis

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Proceedings Article | 2 March 2022 Presentation + Paper

Compact and ease-of-use quantitative phase microscopy for real-time live-cell imaging

Xin Shu, Yi Zhang, Mengxuan Niu, Wei Luo, Renjie Zhou

Proceedings Volume 11970, 1197004 (2022) https://doi.org/10.1117/12.2610489

KEYWORDS: Phase retrieval, Phase imaging, Calibration, Microscopy, Neural networks, Imaging systems, Image processing, Real time imaging, Interferometry, Live cell imaging

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Proceedings Article | 2 March 2022 Poster + Presentation + Paper

Label-free analysis of E. coli viability using quantitative phase imaging and machine learning

Yujie Nie, Xin Shu, Renjie Zhou

Proceedings Volume 11970, 119700G (2022) https://doi.org/10.1117/12.2609934

KEYWORDS: Machine learning, Data modeling, Phase imaging, Neural networks, Bacteria, Microscopy

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Proceedings Article | 7 March 2021 Poster + Presentation

Quantitative phase imaging of plant cells

Xin Shu, Yonglun Zeng, Liwen Jiang, Renjie Zhou, Yanping He

Proceedings Volume 11653, 116531T (2021) https://doi.org/10.1117/12.2579117

KEYWORDS: Phase imaging, Luminescence, Proteins, Molecules, Microscopes, Image processing, Image fusion, Ecosystems

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Proceedings Article | 7 March 2021 Poster + Presentation

Portable and wireless quantitative phase microscope

Xin Shu, Zixiao Han, Mengxuan Niu, He Chen, Renjie Zhou

Proceedings Volume 11653, 116531L (2021) https://doi.org/10.1117/12.2583383

KEYWORDS: Microscopes, Embedded systems, Imaging systems, Image transmission, Image processing, Control systems, Cameras, Power supplies, Mobile devices, Local area networks

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Proceedings Article | 27 April 2020 Paper

Deep learning based phase retrieval in quantitative phase microscopy

Ye Yao, Xin Shu, Renjie Zhou

Proceedings Volume 11351, 113510W (2020) https://doi.org/10.1117/12.2556786

KEYWORDS: Phase retrieval, Image processing, Neural networks, Fourier transforms, Microscopy, Algorithm development, Holography, Interferometry

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Showing 5 of 8 publications

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