Xiongjun Zhang
Xiongjun Zhang
School of Mathematics and Statistics, Central China Normal University
Verified email at - Homepage
Cited by
Cited by
A nonconvex relaxation approach to low-rank tensor completion
X Zhang
IEEE transactions on neural networks and learning systems 30 (6), 1659-1671, 2019
Robust tensor completion using transformed tensor singular value decomposition
G Song, MK Ng, X Zhang
Numerical Linear Algebra with Applications 27 (3), e2299, 2020
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
Adaptive correction procedure for TVL1 image deblurring under impulse noise
M Bai, X Zhang, Q Shao
Inverse Problems 32 (8), 085004, 2016
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
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
Low rank tensor completion with poisson observations
X Zhang, MKP Ng
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2021
Robust tensor completion using transformed tensor SVD
G Song, MK Ng, X Zhang
arXiv preprint arXiv:1907.01113, 2019
A fast algorithm for deconvolution and Poisson noise removal
X Zhang, MK Ng, M Bai
Journal of Scientific Computing 75 (3), 1535-1554, 2018
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
Patched-tube unitary transform for robust tensor completion
MK Ng, X Zhang, XL Zhao
Pattern Recognition 100, 107181, 2020
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
Nonlocal robust tensor recovery with nonconvex regularization
D Qiu, M Bai, MK Ng, X Zhang
Inverse Problems 37 (3), 035001, 2021
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
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), 1-40, 2021
Orthogonal nonnegative Tucker decomposition
J Pan, MK Ng, Y Liu, X Zhang, H Yan
arXiv preprint arXiv:1910.09979, 2019
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
Sparse nonnegative tensor factorization and completion with noisy observations
X Zhang, MK Ng
IEEE Transactions on Information Theory, 2022
Orthogonal Nonnegative Tucker Decomposition
J Pan, MK Ng, Y Liu, X Zhang, H Yan
SIAM Journal on Scientific Computing 43 (1), B55-B81, 2021
The system can't perform the operation now. Try again later.
Articles 1–20