Dr. Ziling Wu Profile

Dr. Ziling Wu

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Publications (9)

Proceedings Article | 8 March 2023 Presentation + Paper

On the use of deep learning for three-dimensional computational imaging

George Barbastathis, Subeen Pang, Iksung Kang, Ziling Wu, Zhiguang Liu, Zhen Guo, Fucai Zhang

Proceedings Volume 12445, 124450J (2023) https://doi.org/10.1117/12.2655261

KEYWORDS: Scattering, Machine learning, Diffraction, Light sources and illumination, Dielectrics, Reconstruction algorithms, 3D modeling, Signal attenuation, Radon transform, Spatial frequencies

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Proceedings Article | 5 March 2021 Presentation + Paper

Hierarchical synthesis network: a frequency extraction technique for structured illumination-based phase retrieval

Xiaofeng Wu, Ziling Wu, Sibi Chakravarthy Shanmugavel, Yunhui Zhu

Proceedings Volume 11653, 116530Y (2021) https://doi.org/10.1117/12.2584563

KEYWORDS: Phase retrieval, Phase imaging, Phase shift keying, Phase measurement, Modulation, Diffraction, Spatial frequencies, Signal attenuation, Reconstruction algorithms, Neural networks

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Proceedings Article | 21 May 2020 Paper

Learning a model-based neural network for quantitative phase imaging based on the transport of intensity

Xiaofeng Wu, Ziling Wu, Yunhui Zhu

Proceedings Volume 11396, 1139604 (2020) https://doi.org/10.1117/12.2558361

KEYWORDS: Model-based design, Phase retrieval, Neural networks, Phase imaging, Physics, Reconstruction algorithms, Optimization (mathematics)

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Proceedings Article | 27 April 2020 Presentation

3D damage detection in porous materials via advanced X-ray phase tomography (Conference Presentation)

Yunhui Zhu, Ziling Wu, Ting Yang, Ling Li

Proceedings Volume 11404, 114040D (2020) https://doi.org/10.1117/12.2558215

KEYWORDS: Tomography, X-rays, Damage detection, 3D acquisition, Phase retrieval, Machine vision, Computer vision technology, Reconstruction algorithms, Data modeling, Model-based design

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Proceedings Article | 14 February 2020 Presentation + Paper

Structured illumination-based phase retrieval via Generative Adversarial Network

Ziling Wu, Xiaofeng Wu, Yunhui Zhu

Proceedings Volume 11249, 112490L (2020) https://doi.org/10.1117/12.2547551

KEYWORDS: Spatial frequencies, Phase retrieval, Phase imaging, Gallium nitride, Phase shift keying, Neural networks, Modulation, Image processing, Image retrieval, Fourier transforms

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Proceedings Article | 14 May 2019 Presentation + Paper

A hierarchical reconstruction of x-ray phase tomography based on transferred non-local structural features

Ziling Wu, Ting Yang, Ling Li, Yunhui Zhu

Proceedings Volume 10999, 109990N (2019) https://doi.org/10.1117/12.2519055

KEYWORDS: Tomography, Reconstruction algorithms, X-rays, CT reconstruction, X-ray computed tomography, Radon transform, Diffraction, Network architectures, Yield improvement, 3D metrology

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Proceedings Article | 13 May 2019 Presentation + Paper

Hierarchical convolutional network for sparse-view X-ray CT reconstruction

Ziling Wu, Ting Yang, Ling Li, Yunhui Zhu

Proceedings Volume 10990, 109900V (2019) https://doi.org/10.1117/12.2521239

KEYWORDS: Tomography, X-rays, CT reconstruction, Diffraction, Image restoration, X-ray imaging, Reconstruction algorithms, Feature extraction, Machine learning, Phase imaging

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Proceedings Article | 21 May 2018 Paper

Feature-based sparse angle tomography reconstruction for dynamic characterization of bio-cellular materials

Ziling Wu, Ting Yang, Ling Li, Yunhui Zhu

Proceedings Volume 10669, 106690O (2018) https://doi.org/10.1117/12.2304935

KEYWORDS: Correlation function, CT reconstruction, Tomography, Spine, X-rays, X-ray computed tomography, X-ray imaging, Compressed sensing, Algorithms, Temporal resolution

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Proceedings Article | 1 May 2017 Paper

Texture orientation-resolving imaging with structure illumination

Ziling Wu, Xiaolong Li, Yunhui Zhu

Proceedings Volume 10222, 102220M (2017) https://doi.org/10.1117/12.2262700

KEYWORDS: Scattering, Absorption, Modulation, Laser scattering, Signal attenuation, X-rays, Light scattering, Optical spheres, X-ray imaging, Sensors

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Showing 5 of 9 publications

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