Super-resolution from noisy data

EJ Candès, C Fernandez-Granda - Journal of Fourier Analysis and …, 2013 - Springer
This paper studies the recovery of a superposition of point sources from noisy bandlimited
data. In the fewest possible words, we only have information about the spectrum of an object …

Towards a mathematical theory of super‐resolution

EJ Candès… - Communications on pure …, 2014 - Wiley Online Library
This paper develops a mathematical theory of super‐resolution. Broadly speaking, super‐
resolution is the problem of recovering the fine details of an object—the high end of its …

Support detection in super-resolution

C Fernandez-Granda - arXiv preprint arXiv:1302.3921, 2013 - arxiv.org
We study the problem of super-resolving a superposition of point sources from noisy low-
pass data with a cut-off frequency f. Solving a tractable convex program is shown to locate …

Super-resolution of point sources via convex programming

C Fernandez-Granda - Information and Inference: A Journal of …, 2016 - academic.oup.com
We consider the problem of recovering a signal consisting of a superposition of point
sources from low-resolution data with a cutoff frequency. If the distance between the sources …

Spectral super-resolution with prior knowledge

KV Mishra, M Cho, A Kruger… - IEEE transactions on signal …, 2015 - ieeexplore.ieee.org
We address the problem of super-resolution frequency recovery using prior knowledge of
the structure of a spectrally sparse, undersampled signal. In many applications of interest …

Superresolution via sparsity constraints

DL Donoho - SIAM journal on mathematical analysis, 1992 - SIAM
Consider the problem of recovering a measure μ supported on a lattice of span Δ, when
measurements are only available concerning the Fourier Transform ̂μ(ω) at frequencies …

Stable super-resolution limit and smallest singular value of restricted Fourier matrices

W Li, W Liao - Applied and Computational Harmonic Analysis, 2021 - Elsevier
We consider the inverse problem of recovering the locations and amplitudes of a collection
of point sources represented as a discrete measure, given M+ 1 of its noisy low-frequency …

Support recovery for sparse super-resolution of positive measures

Q Denoyelle, V Duval, G Peyré - Journal of Fourier Analysis and …, 2017 - Springer
We study sparse spikes super-resolution over the space of Radon measures on RR or TT
when the input measure is a finite sum of positive Dirac masses using the BLASSO convex …

Superresolution without separation

G Schiebinger, E Robeva, B Recht - Information and Inference …, 2018 - academic.oup.com
This article provides a theoretical analysis of diffraction-limited superresolution,
demonstrating that arbitrarily close point sources can be resolved in ideal situations …

Super-resolution of near-colliding point sources

D Batenkov, G Goldman… - Information and Inference …, 2021 - academic.oup.com
We consider the problem of stable recovery of sparse signals of the form from their spectral
measurements, known in a bandwidth with absolute error not exceeding. We consider the …