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Phase retrieval with application to optical imaging: a contemporary overview
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 …
Fourier transform, arises in various fields of science and engineering, including electron …
Hyperlenses and metalenses for far-field super-resolution imaging
The resolution of conventional optical lens systems is always hampered by the diffraction
limit. Recent developments in artificial metamaterials provide new avenues to build …
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
Recent years have seen a flurry of activities in designing provably efficient nonconvex
optimization procedures for solving statistical estimation problems. For various problems like …
optimization procedures for solving statistical estimation problems. For various problems like …
Phase retrieval using alternating minimization
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 …
for complex numbers) information. Over the last two decades, a popular generic empirical …
Imaging with a small number of photons
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 …
biological sciences to security. A high-quality digital camera based on a multi-megapixel …
Phase retrieval via matrix completion
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 …
crystallography, diffraction imaging, astronomical imaging, and many other applications. Our …
Solving random quadratic systems of equations is nearly as easy as solving linear systems
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 …
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
We present a technique called white-light diffraction tomography (WDT) for imaging
microscopic transparent objects such as live unlabelled cells. The approach extends …
microscopic transparent objects such as live unlabelled cells. The approach extends …
Phase retrieval from coded diffraction patterns
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 …
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
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 …
unknown. We propose a novel method, which starts with an initial guess computed by …