Xiongjun Zhang
Xiongjun Zhang
School of Mathematics and Statistics, Central China Normal University
Verified email at - Homepage
Cited by
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Robust tensor completion using transformed tensor singular value decomposition
G Song, MK Ng, X Zhang
Numerical Linear Algebra with Applications 27 (3), e2299, 2020
A nonconvex relaxation approach to low-rank tensor completion
X Zhang
IEEE transactions on neural networks and learning systems 30 (6), 1659-1671, 2019
Nonconvex-TV based image restoration with impulse noise removal
X Zhang, M Bai, MK Ng
SIAM Journal on Imaging Sciences 10 (3), 1627-1667, 2017
Low rank tensor completion with Poisson observations
X Zhang, MK Ng
IEEE Transactions on Pattern Analysis and Machine Intelligence 44 (8), 4239-4251, 2022
Adaptive correction procedure for TVL1 image deblurring under impulse noise
M Bai, X Zhang, Q Shao
Inverse Problems 32 (8), 085004, 2016
A corrected tensor nuclear norm minimization method for noisy low-rank tensor completion
X Zhang, MK Ng
SIAM Journal on Imaging Sciences 12 (2), 1231-1273, 2019
An adaptive correction approach for tensor completion
M Bai, X Zhang, G Ni, C Cui
SIAM Journal on Imaging Sciences 9 (3), 1298-1323, 2016
Nonlocal robust tensor recovery with nonconvex regularization
D Qiu, M Bai, MK Ng, X Zhang
Inverse Problems 37 (3), 035001, 2021
Robust Low-Rank Tensor Completion via Transformed Tensor Nuclear Norm with Total Variation Regularization
D Qiu, M Bai, MK Ng, X Zhang
Neurocomputing 435, 197-215, 2021
A fast algorithm for deconvolution and Poisson noise removal
X Zhang, MK Ng, M Bai
Journal of Scientific Computing 75, 1535-1554, 2018
Patched-tube unitary transform for robust tensor completion
MK Ng, X Zhang, XL Zhao
Pattern Recognition 100, 107181, 2020
Auto-weighted robust low-rank tensor completion via tensor-train
C Chen, ZB Wu, ZT Chen, ZB Zheng, XJ Zhang
Information Sciences 567, 100-115, 2021
Robust tensor completion using transformed tensor SVD
G Song, MK Ng, X Zhang
arXiv preprint arXiv:1907.01113, 2019
Automatic regularization parameter selection by generalized cross-validation for total variational Poisson noise removal
X Zhang, B Javidi, MK Ng
Applied Optics 56 (9), D47-D51, 2017
Orthogonal nonnegative tucker decomposition
J Pan, MK Ng, Y Liu, X Zhang, H Yan
SIAM Journal on Scientific Computing 43 (1), B55-B81, 2021
Nonlinear transform induced tensor nuclear norm for tensor completion
BZ Li, XL Zhao, TY Ji, XJ Zhang, TZ Huang
Journal of Scientific Computing 92 (3), 83, 2022
Fast algorithm with theoretical guarantees for constrained low-tubal-rank tensor recovery in hyperspectral images denoising
XL Zhao, H Zhang, TX Jiang, MK Ng, XJ Zhang
Neurocomputing 413, 397-409, 2020
Robust low transformed multi-rank tensor methods for image alignment
D Qiu, M Bai, MK Ng, X Zhang
Journal of Scientific Computing 87 (1), 24, 2021
Sparse nonnegative tensor factorization and completion with noisy observations
X Zhang, MK Ng
IEEE Transactions on Information Theory 68 (4), 2551-2572, 2022
A Fast Algorithm for Solving Linear Inverse Problems with Uniform Noise Removal
X Zhang, MK Ng
Journal of Scientific Computing 79 (2), 1214-1240, 2019
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