Tensor completion using total variation and low-rank matrix factorization. - Teng-Yu Ji; Ting-Zhu Huang; Xi-Le Zhao; Tian-Hui Ma; Gang Liu (Inf. Sci., 2016)

Group-based image decomposition using 3-D cartoon and texture priors. - Tian-Hui Ma; Ting-Zhu Huang; Xi-Le Zhao (Inf. Sci., 2016)

Group-based truncated l1-2 model for image inpainting. - Tian-Hui Ma; Yifei Lou; Ting-Zhu Huang; Xi-Le Zhao (ICIP, 2017)

Patch-Based Principal Component Analysis for Face Recognition. - Tai-Xiang Jiang; Ting-Zhu Huang; Xi-Le Zhao; Tian-Hui Ma (Comput. Intell. Neurosci., 2017)

Image deblurring with an inaccurate blur kernel using a group-based low-rank image prior. - Tian-Hui Ma; Ting-Zhu Huang; Xi-Le Zhao; Yifei Lou (Inf. Sci., 2017)

Cartoon-texture image decomposition via non-convex low-rank texture regularization. - Yaru Fan; Ting-Zhu Huang; Tian-Hui Ma; Xi-Le Zhao (J. Frankl. Inst., 2017)

Truncated l1-2 Models for Sparse Recovery and Rank Minimization. - Tian-Hui Ma; Yifei Lou; Ting-Zhu Huang (SIAM J. Imaging Sci., 2017)

Tensor N-tubal rank and its convex relaxation for low-rank tensor recovery. - Yu-Bang Zheng; Ting-Zhu Huang; Xi-Le Zhao; Tai-Xiang Jiang; Teng-Yu Ji; Tian-Hui Ma (CoRR, 2018)

A sheared low-rank model for oblique stripe removal. - Jian-Li Wang; Ting-Zhu Huang; Tian-Hui Ma; Xi-Le Zhao; Yong Chen 013 (Appl. Math. Comput., 2019)

Total variation and high-order total variation adaptive model for restoring blurred images with Cauchy noise. - Jinghua Yang; Xi-Le Zhao; Jin-Jin Mei; Si Wang; Tian-Hui Ma; Ting-Zhu Huang (Comput. Math. Appl., 2019)

Remote Sensing Image Stripe Detecting and Destriping Using the Joint Sparsity Constraint with Iterative Support Detection. - Yun-Jia Sun; Ting-Zhu Huang; Tian-Hui Ma; Yong Chen 013 (Remote. Sens., 2019)

A total variation and group sparsity based tensor optimization model for video rain streak removal. - Ye-Tao Wang; Xi-Le Zhao; Tai-Xiang Jiang; Liang-Jian Deng; Tian-Hui Ma; Yue-Tian Zhang; Ting-Zhu Huang (Signal Process. Image Commun., 2019)

Laplace function based nonconvex surrogate for low-rank tensor completion. - Wen-Hao Xu; Xi-Le Zhao; Teng-Yu Ji; Jiaqing Miao; Tian-Hui Ma; Si Wang; Ting-Zhu Huang (Signal Process. Image Commun., 2019)

Reweighted Block Sparsity Regularization for Remote Sensing Images Destriping. - Jian-Li Wang; Ting-Zhu Huang; Xi-Le Zhao; Jie Huang 005; Tian-Hui Ma; Yu-Bang Zheng (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019)

Cauchy noise removal using group-based low-rank prior. - Meng Ding 002; Ting-Zhu Huang; Tian-Hui Ma; Xi-Le Zhao; Jinghua Yang (Appl. Math. Comput., 2020)

Low-rank tensor train for tensor robust principal component analysis. - Jinghua Yang; Xi-Le Zhao; Teng-Yu Ji; Tian-Hui Ma; Ting-Zhu Huang (Appl. Math. Comput., 2020)

Tensor train rank minimization with nonlocal self-similarity for tensor completion. - Meng Ding 002; Ting-Zhu Huang; Xi-Le Zhao; Michael K. Ng 001; Tian-Hui Ma (CoRR, 2020)

Tensor N-tubal rank and its convex relaxation for low-rank tensor recovery. - Yu-Bang Zheng; Ting-Zhu Huang; Xi-Le Zhao; Tai-Xiang Jiang; Teng-Yu Ji; Tian-Hui Ma (Inf. Sci., 2020)

Remote sensing images destriping using unidirectional hybrid total variation and nonconvex low-rank regularization. - Jinghua Yang; Xi-Le Zhao; Tian-Hui Ma; Yong Chen 013; Ting-Zhu Huang; Meng Ding 002 (J. Comput. Appl. Math., 2020)

Remote Sensing Image Denoising via Low-Rank Tensor Approximation and Robust Noise Modeling. - Tian-Hui Ma; Zongben Xu; Deyu Meng (Remote. Sens., 2020)

Mixed Noise Removal in Hyperspectral Image via Low-Fibered-Rank Regularization. - Yu-Bang Zheng; Ting-Zhu Huang; Xi-Le Zhao; Tai-Xiang Jiang; Tian-Hui Ma; Teng-Yu Ji (IEEE Trans. Geosci. Remote. Sens., 2020)

A novel non-convex low-rank tensor approximation model for hyperspectral image restoration. - Jie Lin; Ting-Zhu Huang; Xi-Le Zhao; Tian-Hui Ma; Tai-Xiang Jiang; Yu-Bang Zheng (Appl. Math. Comput., 2021)

Hyperspectral Image Restoration Combining Intrinsic Image Characterization With Robust Noise Modeling. - Tian-Hui Ma; Zongben Xu; Deyu Meng; Xi-Le Zhao (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021)

Tensor completion via nonconvex tensor ring rank minimization with guaranteed convergence. - Meng Ding 002; Ting-Zhu Huang; Xi-Le Zhao; Tian-Hui Ma (Signal Process., 2022)

Hyperspectral Image Restoration by Tensor Fibered Rank Constrained Optimization and Plug-and-Play Regularization. - Yun-Yang Liu; Xi-Le Zhao; Yu-Bang Zheng; Tian-Hui Ma; Hongyan Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2022)

Tensor Completion via Complementary Global, Local, and Nonlocal Priors. - Xi-Le Zhao; Jinghua Yang; Tian-Hui Ma; Tai-Xiang Jiang; Michael K. Ng 001; Ting-Zhu Huang (IEEE Trans. Image Process., 2022)