Dr. Jiamin Wu Profile

Dr. Jiamin Wu

at Tsinghua Univ

SPIE Involvement:

Conference Program Committee | Author

Proceedings Article | 13 March 2024 Presentation

Digital adaptive optics with scanning light-field imaging

Jiamin Wu, Seonghoon Kim

Proceedings Volume PC12851, PC1285106 (2024) https://doi.org/10.1117/12.3006174

KEYWORDS: Imaging systems, Adaptive optics, Biological imaging, Optical signal processing, Sensors, Aberration correction, Turbulence, Telescopes, Spatial resolution, Optical aberrations

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Proceedings Article | 6 November 2023 Paper

Virtual-scanning network for high-resolution light-field microscopy

Zhi Lu, Jiamin Wu, Qionghai Dai

Proceedings Volume 12921, 1292109 (2023) https://doi.org/10.1117/12.2687464

KEYWORDS: Microscopy, Spatial resolution, Deep learning, Resolution enhancement technologies, In vivo imaging, Biological imaging, 3D image processing, Microlens array

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SPIE Journal Paper | 26 July 2022 Open Access

Noise-robust phase-space deconvolution for light-field microscopy

Tianyi Zhu, Yuduo Guo, Yi Zhang, Zhi Lu, Xing Lin, Lu Fang, Jiamin Wu, Qionghai Dai

JBO, Vol. 27, Issue 07, 076501, (July 2022) https://doi.org/10.1117/12.10.1117/1.JBO.27.7.076501

KEYWORDS: Deconvolution, Reconstruction algorithms, 3D modeling, Microscopy, Point spread functions, Luminescence, Sensors, 3D image processing, Image processing, Fourier transforms

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SPIE Journal Paper | 15 April 2022 Open Access

Review on data analysis methods for mesoscale neural imaging in vivo

Yeyi Cai, Jiamin Wu, Qionghai Dai

NPh, Vol. 9, Issue 04, 041407, (April 2022) https://doi.org/10.1117/12.10.1117/1.NPh.9.4.041407

KEYWORDS: Neurons, In vivo imaging, Brain, Data analysis, Luminescence, Image segmentation, Microscopy, Calcium, Brain mapping, Imaging systems

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Proceedings Article | 10 October 2020 Presentation + Paper

Optical backpropagation training method and its applications

Tiankuang Zhou, Lu Fang, Tao Yan, Jiamin Wu, Yipeng Li, Jingtao Fan, Huaqiang Wu, Xing Lin, Qionghai Dai

Proceedings Volume 11550, 1155002 (2020) https://doi.org/10.1117/12.2575111

KEYWORDS: Neural networks, Evolutionary algorithms, Nonlinear optics, Artificial neural networks, Machine learning, Energy efficiency, Phase shift keying, Modulation, Computer programming, Computer simulations

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SPIE Journal Paper | 2 June 2020 Open Access

Frequency-domain diagonal extension imaging

Shan Jiang, Meiling Guan, Jiamin Wu, Guocheng Fang, Xinzhu Xu, Dayong Jin, Zhen Liu, Kebin Shi, Fan Bai, Shu Wang, Peng Xi

AP, Vol. 2, Issue 03, 036005, (June 2020) https://doi.org/10.1117/12.10.1117/1.AP.2.3.036005

KEYWORDS: Image resolution, Resolution enhancement technologies, Microscopy, Image sensors, Blood, Digital imaging, Optical transfer functions, Photography, Image enhancement, Super resolution

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Proceedings Article | 18 November 2019 Paper

Solving computer vision tasks with diffractive neural networks

Tao Yan, Jiamin Wu, Tiankuang Zhou, Hao Xie, Feng Xu, Jingtao Fan, Lu Fang, Xing Lin, Qionghai Dai

Proceedings Volume 11187, 111870T (2019) https://doi.org/10.1117/12.2545609

KEYWORDS: Machine vision, Computer vision technology, Neural networks, Diffraction, Image processing, Artificial intelligence, Sensors, Neurons, Nonlinear optics, Nonlinear filtering

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SPIE Journal Paper | 14 June 2018 Open Access

GPU-based deep convolutional neural network for tomographic phase microscopy with ℓ₁ fitting and regularization

Hui Qiao, Jiamin Wu, Xiaoxu Li, Morteza Shoreh, Jingtao Fan, Qionghai Dai

JBO, Vol. 23, Issue 06, 066003, (June 2018) https://doi.org/10.1117/12.10.1117/1.JBO.23.6.066003

KEYWORDS: Tomography, Signal to noise ratio, Refractive index, Microscopy, Convolutional neural networks, Reconstruction algorithms, Beam propagation method, Optimization (mathematics), Biomedical optics, Neural networks

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SPIE Journal Paper | 14 June 2017 Open Access

Fourier ptychographic microscopy using wavelength multiplexing

You Zhou, Jiamin Wu, Zichao Bian, Jinli Suo, Guoan Zheng, Qionghai Dai

JBO, Vol. 22, Issue 06, 066006, (June 2017) https://doi.org/10.1117/12.10.1117/1.JBO.22.6.066006

KEYWORDS: Microscopy, Multiplexing, Image processing, Image acquisition

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Showing 5 of 9 publications

Conference Committee Involvement (2)

Computational Optical Imaging and Artificial Intelligence in Biomedical Sciences II

25 January 2025 | San Francisco, California, United States

Computational Optical Imaging and Artificial Intelligence in Biomedical Sciences

27 January 2024 | San Francisco, California, United States

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