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Xiongjun Zhang
Xiongjun Zhang
School of Mathematics and Statistics, Central China Normal University
Verified email at ccnu.edu.cn - Homepage
Title
Cited by
Cited by
Year
Robust tensor completion using transformed tensor singular value decomposition
G Song, MK Ng, X Zhang
Numerical Linear Algebra with Applications 27 (3), e2299, 2020
1212020
A nonconvex relaxation approach to low-rank tensor completion
X Zhang
IEEE transactions on neural networks and learning systems 30 (6), 1659-1671, 2019
712019
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
552017
Low rank tensor completion with Poisson observations
X Zhang, MK Ng
IEEE Transactions on Pattern Analysis and Machine Intelligence 44 (8), 4239-4251, 2022
432022
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
402019
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
392021
Nonlocal robust tensor recovery with nonconvex regularization
D Qiu, M Bai, MK Ng, X Zhang
Inverse Problems 37 (3), 035001, 2021
352021
Adaptive correction procedure for TVL1 image deblurring under impulse noise
M Bai, X Zhang, Q Shao
Inverse Problems 32 (8), 085004, 2016
322016
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
312021
Patched-tube unitary transform for robust tensor completion
MK Ng, X Zhang, XL Zhao
Pattern Recognition 100, 107181, 2020
302020
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
302016
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
292022
A fast algorithm for deconvolution and Poisson noise removal
X Zhang, MK Ng, M Bai
Journal of Scientific Computing 75, 1535-1554, 2018
242018
Orthogonal nonnegative tucker decomposition
J Pan, MK Ng, Y Liu, X Zhang, H Yan
SIAM Journal on Scientific Computing 43 (1), B55-B81, 2021
212021
Robust tensor completion using transformed tensor SVD
G Song, MK Ng, X Zhang
arXiv preprint arXiv:1907.01113, 2019
182019
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
162020
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
152017
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
122021
Sparse nonnegative tensor factorization and completion with noisy observations
X Zhang, MK Ng
IEEE Transactions on Information Theory 68 (4), 2551-2572, 2022
102022
Robust tensor train component analysis
X Zhang, MK Ng
Numerical Linear Algebra with Applications 29 (1), e2403, 2022
42022
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