Xiongjun Zhang
Xiongjun Zhang
School of Mathematics and Statistics, Central China Normal University
Verified email at mail.ccnu.edu.cn - 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
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
Robust tensor completion using transformed tensor singular value decomposition
G Song, MK Ng, X Zhang
Numerical Linear Algebra with Applications 27 (3), e2299, 2020
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
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
A fast algorithm for deconvolution and Poisson noise removal
X Zhang, MK Ng, M Bai
Journal of Scientific Computing 75 (3), 1535-1554, 2018
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
Patched-tube unitary transform for robust tensor completion
MK Ng, X Zhang, XL Zhao
Pattern Recognition 100, 107181, 2020
Orthogonal nonnegative Tucker decomposition
J Pan, MK Ng, Y Liu, X Zhang, H Yan
arXiv preprint arXiv:1910.09979, 2019
Low rank tensor completion with poisson observations
X Zhang, MKP Ng
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2021
Nonlocal robust tensor recovery with nonconvex regularization
D Qiu, M Bai, MK Ng, X Zhang
Inverse Problems 37 (3), 035001, 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
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
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
Structured Convex Optimization Method for Orthogonal Nonnegative Matrix Factorization
J Pan, MK Ng, X Zhang
2018 24th International Conference on Pattern Recognition (ICPR), 459-464, 2018
Robust tensor train component analysis
X Zhang, MK Ng
Numerical Linear Algebra with Applications, e2403, 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
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
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