Phase retrieval with application to optical imaging: a contemporary overview

Y Shechtman, YC Eldar, O Cohen… - IEEE signal …, 2015 - ieeexplore.ieee.org
The problem of phase retrieval, ie, the recovery of a function given the magnitude of its
Fourier transform, arises in various fields of science and engineering, including electron …

Hyperlenses and metalenses for far-field super-resolution imaging

D Lu, Z Liu - Nature communications, 2012 - nature.com
The resolution of conventional optical lens systems is always hampered by the diffraction
limit. Recent developments in artificial metamaterials provide new avenues to build …

Implicit regularization in nonconvex statistical estimation: Gradient descent converges linearly for phase retrieval and matrix completion

C Ma, K Wang, Y Chi, Y Chen - International Conference on …, 2018 - proceedings.mlr.press
Recent years have seen a flurry of activities in designing provably efficient nonconvex
optimization procedures for solving statistical estimation problems. For various problems like …

Phase retrieval using alternating minimization

P Netrapalli, P Jain, S Sanghavi - Advances in Neural …, 2013 - proceedings.neurips.cc
Phase retrieval problems involve solving linear equations, but with missing sign (or phase,
for complex numbers) information. Over the last two decades, a popular generic empirical …

Imaging with a small number of photons

PA Morris, RS Aspden, JEC Bell, RW Boyd… - Nature …, 2015 - nature.com
Low-light-level imaging techniques have application in many diverse fields, ranging from
biological sciences to security. A high-quality digital camera based on a multi-megapixel …

Phase retrieval via matrix completion

EJ Candes, YC Eldar, T Strohmer, V Voroninski - SIAM review, 2015 - SIAM
This paper develops a novel framework for phase retrieval, a problem which arises in X-ray
crystallography, diffraction imaging, astronomical imaging, and many other applications. Our …

Solving random quadratic systems of equations is nearly as easy as solving linear systems

Y Chen, E Candes - Advances in Neural Information …, 2015 - proceedings.neurips.cc
This paper is concerned with finding a solution x to a quadratic system of equations yi=|< ai,
x>|^ 2, i= 1, 2,..., m. We prove that it is possible to solve unstructured quadratic systems in n …

White-light diffraction tomography of unlabelled live cells

T Kim, R Zhou, M Mir, SD Babacan, PS Carney… - Nature …, 2014 - nature.com
We present a technique called white-light diffraction tomography (WDT) for imaging
microscopic transparent objects such as live unlabelled cells. The approach extends …

Phase retrieval from coded diffraction patterns

EJ Candes, X Li, M Soltanolkotabi - Applied and Computational Harmonic …, 2015 - Elsevier
This paper considers the question of recovering the phase of an object from intensity-only
measurements, a problem which naturally appears in X-ray crystallography and related …

Solving random quadratic systems of equations is nearly as easy as solving linear systems

Y Chen, EJ Candès - Communications on pure and applied …, 2017 - Wiley Online Library
We consider the fundamental problem of solving quadratic systems of equations in, and is
unknown. We propose a novel method, which starts with an initial guess computed by …