期刊： APPLIED AND COMPUTATIONAL HARMONIC ANALYSIS, 2021; 53 ()
The paper studies predicting problems for continuous time signals with the Fourier transforms vanishing with a certain rate at a single point. It show......
期刊： APPLIED AND COMPUTATIONAL HARMONIC ANALYSIS, 2021; 54 ()
The attenuated X-ray transform arises from the image reconstruction in single photon emission computed tomography. The theory of attenuated X-ray tran......
期刊： APPLIED AND COMPUTATIONAL HARMONIC ANALYSIS, 2021; 53 ()
Rician noise is a common noise that naturally appears in Magnetic Resonance Imaging (MRI) images. Low rank matrix approximation approaches have been w......
期刊： APPLIED AND COMPUTATIONAL HARMONIC ANALYSIS, 2021; 51 ()
This paper explores essence of the fractional (0 < s < 1) Hardy-Sobolev L(1-)embedding parallel to u parallel to(Ln/n-s) less than or similar to......
期刊： APPLIED AND COMPUTATIONAL HARMONIC ANALYSIS, 2021; 53 ()
Variational regularization models are one of the popular and efficient approaches for image restoration. The regularization functional in the model ca......
期刊： APPLIED AND COMPUTATIONAL HARMONIC ANALYSIS, 2021; 53 ()
We propose a distributed learning algorithm for least squares regression in reproducing kernel Hilbert spaces (RKHSs) generated by flexible Gaussian k......
期刊： APPLIED AND COMPUTATIONAL HARMONIC ANALYSIS, 2021; 54 ()
In this article, the authors establish the wavelet characterization of Besov and Triebel-Lizorkin spaces on a given space (X, d, mu) of homogeneous ty......
期刊： APPLIED AND COMPUTATIONAL HARMONIC ANALYSIS, 2021; 51 ()
The first part of the paper proves the conjectures on inequalities in the Schatten p-quasi-norm of matrices. The second part of the paper uses the ine......
期刊： APPLIED AND COMPUTATIONAL HARMONIC ANALYSIS, 2021; 53 ()
Modulation spaces M-p,q(s) were introduced by Feichtinger [11] in 1983. Benyi and Oh [2] defined a modified version to Feichtinger's modulation spaces......
期刊： APPLIED AND COMPUTATIONAL HARMONIC ANALYSIS, 2021; 54 ()
The objective of this paper is to introduce an innovative approach for the recovery of non-stationary signal components with possibly crossover instan......
期刊： APPLIED AND COMPUTATIONAL HARMONIC ANALYSIS, 2021; 53 ()
The covariance of a stationary process X is diagonalized by a Fourier transform. It does not take into account the complex Fourier phase and defines G......
期刊： APPLIED AND COMPUTATIONAL HARMONIC ANALYSIS, 2021; 53 ()
Generally, the phase retrieval problem can be viewed as the reconstruction of a function/signal from only the magnitude of linear measurements. These ......
期刊： APPLIED AND COMPUTATIONAL HARMONIC ANALYSIS, 2021; 53 ()
In nature and the technology world, acquired signals and time series are usually affected by multiple complicated factors and appear as multi-componen......
期刊： APPLIED AND COMPUTATIONAL HARMONIC ANALYSIS, 2021; 54 ()
In this paper, we theoretically investigate the low-rank matrix recovery problem in the context of the unconstrained regularized nuclear norm minimiza......
期刊： APPLIED AND COMPUTATIONAL HARMONIC ANALYSIS, 2021; 54 ()
In this paper, we consider (random) sampling of signals concentrated on a bounded Corkscrew domain Omega of a metric measure space, and reconstructing......
