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We consider the phase retrieval problem, in which the observer wishes to recover a $n$-dimensional real or complex signal $\mathbf{X}^\star$ from the (possibly noisy) observation of $|\mathbf{\Phi} \mathbf{X}^\star|$, in which…

信息论 · 计算机科学 2022-10-03 Antoine Maillard , Florent Krzakala , Yue M. Lu , Lenka Zdeborová

A systematic study of recursive renormalization of Feynman amplitudes is carried out both in Euclidean and in Minkowski configuration space. For a massless quantum field theory (QFT) we use the technique of extending associate homogeneous…

高能物理 - 理论 · 物理学 2015-06-16 Nikolay M. Nikolov , Raymond Stora , Ivan Todorov

Discrete sampling theorem is formulated that refers to discrete signals specified by a finite number of their samples and band-limited in a domain of a certain orthogonal transform. Conditions of the recoverability of such signals from…

光学 · 物理学 2009-02-24 L. Yaroslavsky

The generalized phase retrieval problem over compact groups aims to recover a set of matrices -- representing an unknown signal -- from their associated Gram matrices. This framework generalizes the classical phase retrieval problem, which…

信号处理 · 电气工程与系统科学 2025-11-20 Tal Amir , Tamir Bendory , Nadav Dym , Dan Edidin

In this note, we study the convergence from the discrete to the continuous non-linear Fourier transform. Relations between spectral problems and questions in complex function theory provide a new approach to the study of scattering problems…

经典分析与常微分方程 · 数学 2024-08-16 Ashley R. Zhang

The problem of recovering a pair of signals from their blind phaseless short-time Fourier transform measurements arises in several important phase retrieval applications, including ptychography and ultra-short pulse characterization. In…

信息论 · 计算机科学 2019-04-11 Tamir Bendory , Dan Edidin , Yonina C. Eldar

In this paper we consider the nonlinear inverse problem of phase retrieval in the context of dynamical sampling. Where phase retrieval deals with the recovery of signals & images from phaseless measurements, dynamical sampling was…

数值分析 · 数学 2021-02-02 Robert Beinert , Marzieh Hasannasab

An inverse problem in spectroscopy is considered. The objective is to restore the discrete spectrum from observed spectrum data, taking into account the spectrometer's line spread function. The problem is reduced to solution of a system of…

数值分析 · 数学 2017-01-23 Valery Sizikov , Denis Sidorov

Signal recovery from nonlinear measurements involves solving an iterative optimization problem. In this paper, we present a framework to optimize the sensing parameters to improve the quality of the signal recovered by the given iterative…

图像与视频处理 · 电气工程与系统科学 2020-06-09 Zikui Cai , Rakib Hyder , M. Salman Asif

In this paper, we consider the uniqueness of STFT phase retrieval with two window functions. We show that a complex-valued locally integrable nonseparable signal is uniquely determined up to a global phase by phaseless samples of its short…

经典分析与常微分方程 · 数学 2026-02-06 Ting Chen , Hanwen Lu , Wenchang Sun , Yutong Zhao

Fluctuations in a vast range of physical systems can be described as a superposition of uncorrelated pulses with a fixed shape, a process commonly referred to as a (generalized) shot noise or a filtered Poisson process. In this…

数据分析、统计与概率 · 物理学 2023-05-09 Sajidah Ahmed , Odd Erik Garcia , Audun Theodorsen

In this article, we study an inverse boundary value problem for the time-dependent convection-diffusion equation. We use the nonlinear Carleman weight to recover the time-dependent convection term and time-dependent density coefficient…

偏微分方程分析 · 数学 2024-04-17 Anamika Purohit

Analysis of 1H-NMR spectra is often hindered by large variations that occur during the collection of these spectra. Large solvent and standard peaks, base line drift and negative peaks (due to improper phasing) are among some of these…

信号处理 · 电气工程与系统科学 2020-12-18 Homayoun Valafar , Faramarz Valafar

In this paper, we develop a concrete algorithm for phase retrieval, which we refer to as Gauss-Newton algorithm. In short, this algorithm starts with a good initial estimation, which is obtained by a modified spectral method, and then…

信息论 · 计算机科学 2018-02-12 Bing Gao , Zhiqiang Xu

This paper addresses the challenging and interesting inverse problem of reconstructing the spatially varying dielectric constant of a medium from phaseless backscattering measurements generated by single-point illumination. The underlying…

数值分析 · 数学 2025-06-30 Thuy T. Le , Phuong M. Nguyen , Loc H. Nguyen

Phase retrieval (PR) is an inverse problem about recovering a signal from phaseless linear measurements. This problem can be effectively solved by minimizing a nonconvex amplitude-based loss function. However, this loss function is…

信号处理 · 电气工程与系统科学 2020-07-24 Q. Luo , H. Wang

We propose a method for recovering the shape of the mass power spectrum on large scales from the transmission fluctuations of the Lyman-alpha forest, which takes into account directly redshift-space distortions. The procedure, in…

天体物理学 · 物理学 2009-10-30 Lam Hui

In this paper, the uncertainty principle of discrete signals associated with Quaternion Fourier transform is investigated. It suggests how sparsity helps in the recovery of missing frequency.

经典分析与常微分方程 · 数学 2019-03-04 Yan Yang , Kit Ian Kou , Cuiming Zou

We study the problem of recovering a signal $x\in\mathbb{C}^N$ from samples of its phaseless periodic short-time Fourier transform (STFT): the magnitude of the Fourier transform of the signal multiplied by a sliding window $w\in…

信息论 · 计算机科学 2022-09-23 Tamir Bendory , Chi-yu Cheng , Dan Edidin

The ill-posed problem of phase retrieval in optics, using one or more intensity measurements, has a multitude of applications using electromagnetic or matter waves. Many phase retrieval algorithms are computed on pixel arrays using discrete…

图像与视频处理 · 电气工程与系统科学 2022-09-21 J. A. Pollock , K. S. Morgan , L. C. P. Croton , M. K. Croughan , G. Ruben , N. Yagi , H. Sekiguchi , M. J. Kitchen