Optical ptychography for biomedical imaging: recent progress and future directions

T Wang, S Jiang, P Song, R Wang, L Yang… - Biomedical Optics …, 2023 - opg.optica.org
Ptychography is an enabling microscopy technique for both fundamental and applied
sciences. In the past decade, it has become an indispensable imaging tool in most X-ray …

Reliable deep-learning-based phase imaging with uncertainty quantification

Y Xue, S Cheng, Y Li, L Tian - Optica, 2019 - opg.optica.org
Emerging deep-learning (DL)-based techniques have significant potential to revolutionize
biomedical imaging. However, one outstanding challenge is the lack of reliability …

Pixel super-resolution phase retrieval for lensless on-chip microscopy via accelerated Wirtinger flow

Y Gao, F Yang, L Cao - Cells, 2022 - mdpi.com
Empowered by pixel super-resolution (PSR) and phase retrieval techniques, lensless on-
chip microscopy opens up new possibilities for high-throughput biomedical imaging …

Data-driven design for fourier ptychographic microscopy

M Kellman, E Bostan, M Chen… - 2019 IEEE International …, 2019 - ieeexplore.ieee.org
Fourier Ptychographic Microscopy (FPM) is a computational imaging method that is able to
super-resolve features beyond the diffraction-limit set by the objective lens of a traditional …

Generalized momentum-based methods: A Hamiltonian perspective

J Diakonikolas, MI Jordan - SIAM Journal on Optimization, 2021 - SIAM
We take a Hamiltonian-based perspective to generalize Nesterov's accelerated gradient
descent and Polyak's heavy ball method to a broad class of momentum methods in the …

Phase retrieval using conditional generative adversarial networks

T Uelwer, A Oberstraß… - 2020 25th International …, 2021 - ieeexplore.ieee.org
In this paper, we propose the application of conditional generative adversarial networks to
solve various phase retrieval problems. We show that including knowledge of the …

Phase-contrast imaging of multiply-scattering extended objects at atomic resolution by reconstruction of the scattering matrix

PM Pelz, HG Brown, S Stonemeyer, SD Findlay… - Physical Review …, 2021 - APS
Three-dimensional phase-contrast imaging of multiply-scattering samples in x-ray and
electron microscopy is challenging due to small numerical apertures, the unavailability of …

Wigner distribution deconvolution adaptation for live ptychography reconstruction

A Bangun, PF Baumeister, A Clausen… - Microscopy and …, 2023 - academic.oup.com
We propose a modification of Wigner distribution deconvolution (WDD) to support live
processing ptychography. Live processing allows to reconstruct and display the specimen …

LWGNet-learned Wirtinger gradients for fourier ptychographic phase retrieval

A Saha, SS Khan, S Sehrawat, SS Prabhu… - … on Computer Vision, 2022 - Springer
Abstract Fourier Ptychographic Microscopy (FPM) is an imaging procedure that overcomes
the traditional limit on Space-Bandwidth Product (SBP) of conventional microscopes through …

Wirtinger flow meets constant modulus algorithm: Revisiting signal recovery for grant-free access

C Feres, Z Ding - IEEE Transactions on Signal Processing, 2021 - ieeexplore.ieee.org
In this work, we analyze the convergence of constant modulus algorithm (CMA) in blindly
recovering multiple signals to facilitate grant-free wireless access. The CMA typically solves …