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Fourier ptychography: current applications and future promises
Traditional imaging systems exhibit a well-known trade-off between the resolution and the
field of view of their captured images. Typical cameras and microscopes can either “zoom in” …
field of view of their captured images. Typical cameras and microscopes can either “zoom in” …
Roadmap on digital holography-based quantitative phase imaging
Quantitative Phase Imaging (QPI) provides unique means for the imaging of biological or
technical microstructures, merging beneficial features identified with microscopy …
technical microstructures, merging beneficial features identified with microscopy …
Physics-informed neural networks for inverse problems in nano-optics and metamaterials
In this paper, we employ the emerging paradigm of physics-informed neural networks
(PINNs) for the solution of representative inverse scattering problems in photonic …
(PINNs) for the solution of representative inverse scattering problems in photonic …
Deep speckle correlation: a deep learning approach toward scalable imaging through scattering media
Imaging through scattering is an important yet challenging problem. Tremendous progress
has been made by exploiting the deterministic input–output “transmission matrix” for a fixed …
has been made by exploiting the deterministic input–output “transmission matrix” for a fixed …
An online plug-and-play algorithm for regularized image reconstruction
Plug-and-play priors (PnP) is a powerful framework for regularizing imaging inverse
problems by using advanced denoisers within an iterative algorithm. Recent experimental …
problems by using advanced denoisers within an iterative algorithm. Recent experimental …
A plug-and-play priors approach for solving nonlinear imaging inverse problems
In the past two decades, nonlinear image reconstruction methods have led to substantial
improvements in the capabilities of numerous imaging systems. Such methods are …
improvements in the capabilities of numerous imaging systems. Such methods are …
Multi-layer Born multiple-scattering model for 3D phase microscopy
We propose an accurate and computationally efficient 3D scattering model, multi-layer Born
(MLB), and use it to recover the 3D refractive index (RI) of thick biological samples. For …
(MLB), and use it to recover the 3D refractive index (RI) of thick biological samples. For …
High-resolution 3D refractive index microscopy of multiple-scattering samples from intensity images
Optical diffraction tomography (ODT) reconstructs a sample's volumetric refractive index (RI)
to create high-contrast, quantitative 3D visualizations of biological samples. However …
to create high-contrast, quantitative 3D visualizations of biological samples. However …
Efficient and accurate inversion of multiple scattering with deep learning
Image reconstruction under multiple light scattering is crucial in a number of applications
such as diffraction tomography. The reconstruction problem is often formulated as a …
such as diffraction tomography. The reconstruction problem is often formulated as a …
Diffraction tomography with a deep image prior
We present a tomographic imaging technique, termed Deep Prior Diffraction Tomography
(DP-DT), to reconstruct the 3D refractive index (RI) of thick biological samples at high …
(DP-DT), to reconstruct the 3D refractive index (RI) of thick biological samples at high …