Reliable deep-learning-based phase imaging with uncertainty quantification

Efficient illumination angle self-calibration in Fourier ptychography

(2018) Regina Eckert et al.   APPLIED OPTICS

Coded aperture ptychography: uniqueness and reconstruction

(2018) Pengwen Chen et al.   INVERSE PROBLEMS

Using machine-learning to optimize phase contrast in a low-cost cellphone microscope

(2018) Benedict Diederich et al.   PLoS One

High-throughput intensity diffraction tomography with a computational microscope

(2018) Ruilong Ling et al.   Biomedical Optics Express

Extended depth-of-field in holographic imaging using deep-learning-based autofocusing and phase recovery

(2018) Yichen Wu et al.   Optica

Imaging through glass diffusers using densely connected convolutional networks

(2018) Shuai Li et al.   Optica

Deep learning approach for Fourier ptychography microscopy

(2018) Thanh Nguyen et al.   OPTICS EXPRESS

Deep speckle correlation: a deep learning approach toward scalable imaging through scattering media

(2018) Yunzhe Li et al.   Optica

Content-aware image restoration: pushing the limits of fluorescence microscopy

(2018) Martin Weigert et al.   NATURE METHODS

Optimal physical preprocessing for example-based super-resolution

(2018) Alexander Robey et al.   OPTICS EXPRESS

Phase recovery and holographic image reconstruction using deep learning in neural networks

(2017) Yair Rivenson et al.   Light-Science & Applications

Lensless computational imaging through deep learning

(2017) Ayan Sinha et al.   Optica

Efficient positional misalignment correction method for Fourier ptychographic microscopy

(2016) Jiasong Sun et al.   Biomedical Optics Express

Probabilistic machine learning and artificial intelligence

(2015) Zoubin Ghahramani   NATURE

Experimental robustness of Fourier ptychography phase retrieval algorithms

(2015) Li-Hao Yeh et al.   OPTICS EXPRESS

Quantitative differential phase contrast imaging in an LED array microscope

(2015) Lei Tian et al.   OPTICS EXPRESS

Computational illumination for high-speed in vitro Fourier ptychographic microscopy

(2015) Lei Tian et al.   Optica

Resolving a misconception about structured illumination

(2014) Kai Wicker et al.   Nature Photonics

Embedded pupil function recovery for Fourier ptychographic microscopy

(2014) Xiaoze Ou et al.   OPTICS EXPRESS

Multiplexed coded illumination for Fourier Ptychography with an LED array microscope

(2014) Lei Tian et al.   Biomedical Optics Express

Wide-field, high-resolution Fourier ptychographic microscopy

(2013) Guoan Zheng et al.   Nature Photonics

High-resolution, wide-field object reconstruction with synthetic aperture Fourier holographic optical microscopy

(2009) Timothy R. Hillman et al.   OPTICS EXPRESS

Quantitative phase-gradient imaging at high resolution with asymmetric illumination-based differential phase contrast

(2009) Shalin B. Mehta et al.   OPTICS LETTERS

Aleatory or epistemic? Does it matter?

(2008) Armen Der Kiureghian et al.   STRUCTURAL SAFETY