Tian-Hui Ma

Publication Activity (10 Years)

Years Active: 2016-2022
Publications (10 Years): 27

Top Topics

Total Variation

Rank Minimization

Image Restoration

Top Venues

Appl. Math. Comput.

Signal Process. Image Commun.

Publications

Meng Ding, Ting-Zhu Huang, Xi-Le Zhao, Tian-Hui Ma
Tensor completion via nonconvex tensor ring rank minimization with guaranteed convergence. Signal Process. 194 (2022)
Yun-Yang Liu, Xi-Le Zhao, Yu-Bang Zheng, Tian-Hui Ma, Hongyan Zhang
Hyperspectral Image Restoration by Tensor Fibered Rank Constrained Optimization and Plug-and-Play Regularization. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Xi-Le Zhao, Jing-Hua Yang, Tian-Hui Ma, Tai-Xiang Jiang, Michael K. Ng, Ting-Zhu Huang
Tensor Completion via Complementary Global, Local, and Nonlocal Priors. IEEE Trans. Image Process. 31 (2022)
Tian-Hui Ma, Zongben Xu, Deyu Meng, Xi-Le Zhao
Hyperspectral Image Restoration Combining Intrinsic Image Characterization With Robust Noise Modeling. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
Jie Lin, Ting-Zhu Huang, Xi-Le Zhao, Tian-Hui Ma, Tai-Xiang Jiang, Yu-Bang Zheng
A novel non-convex low-rank tensor approximation model for hyperspectral image restoration. Appl. Math. Comput. 408 (2021)
Meng Ding, Ting-Zhu Huang, Xi-Le Zhao, Tian-Hui Ma
Tensor completion via nonconvex tensor ring rank minimization with guaranteed convergence. CoRR (2020)
Jing-Hua Yang, Xi-Le Zhao, Teng-Yu Ji, Tian-Hui Ma, Ting-Zhu Huang
Low-rank tensor train for tensor robust principal component analysis. Appl. Math. Comput. 367 (2020)
Tian-Hui Ma, Zongben Xu, Deyu Meng
Remote Sensing Image Denoising via Low-Rank Tensor Approximation and Robust Noise Modeling. Remote. Sens. 12 (8) (2020)
Meng Ding, Ting-Zhu Huang, Tian-Hui Ma, Xi-Le Zhao, Jing-Hua Yang
Cauchy noise removal using group-based low-rank prior. Appl. Math. Comput. 372 (2020)
Yu-Bang Zheng, Ting-Zhu Huang, Xi-Le Zhao, Tai-Xiang Jiang, Tian-Hui Ma, Teng-Yu Ji
Mixed Noise Removal in Hyperspectral Image via Low-Fibered-Rank Regularization. IEEE Trans. Geosci. Remote. Sens. 58 (1) (2020)
Jing-Hua Yang, Xi-Le Zhao, Tian-Hui Ma, Yong Chen, Ting-Zhu Huang, Meng Ding
Remote sensing images destriping using unidirectional hybrid total variation and nonconvex low-rank regularization. J. Comput. Appl. Math. 363 (2020)
Yu-Bang Zheng, Ting-Zhu Huang, Xi-Le Zhao, Tai-Xiang Jiang, Teng-Yu Ji, Tian-Hui Ma
-tubal rank and its convex relaxation for low-rank tensor recovery. Inf. Sci. 532 (2020)
Meng Ding, Ting-Zhu Huang, Xi-Le Zhao, Michael K. Ng, Tian-Hui Ma
Tensor train rank minimization with nonlocal self-similarity for tensor completion. CoRR (2020)
Wen-Hao Xu, Xi-Le Zhao, Teng-Yu Ji, Jiaqing Miao, Tian-Hui Ma, Si Wang, Ting-Zhu Huang
Laplace function based nonconvex surrogate for low-rank tensor completion. Signal Process. Image Commun. 73 (2019)
Jing-Hua Yang, Xi-Le Zhao, Jin-Jin Mei, Si Wang, Tian-Hui Ma, Ting-Zhu Huang
Total variation and high-order total variation adaptive model for restoring blurred images with Cauchy noise. Comput. Math. Appl. 77 (5) (2019)
Yun-Jia Sun, Ting-Zhu Huang, Tian-Hui Ma, Yong Chen
Remote Sensing Image Stripe Detecting and Destriping Using the Joint Sparsity Constraint with Iterative Support Detection. Remote. Sens. 11 (6) (2019)
Jian-Li Wang, Ting-Zhu Huang, Xi-Le Zhao, Jie Huang, Tian-Hui Ma, Yu-Bang Zheng
Reweighted Block Sparsity Regularization for Remote Sensing Images Destriping. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12 (12) (2019)
Jian-Li Wang, Ting-Zhu Huang, Tian-Hui Ma, Xi-Le Zhao, Yong Chen
A sheared low-rank model for oblique stripe removal. Appl. Math. Comput. 360 (2019)
Ye-Tao Wang, Xi-Le Zhao, Tai-Xiang Jiang, Liang-Jian Deng, Tian-Hui Ma, Yue-Tian Zhang, Ting-Zhu Huang
A total variation and group sparsity based tensor optimization model for video rain streak removal. Signal Process. Image Commun. 73 (2019)
Yu-Bang Zheng, Ting-Zhu Huang, Xi-Le Zhao, Tai-Xiang Jiang, Teng-Yu Ji, Tian-Hui Ma
Tensor N-tubal rank and its convex relaxation for low-rank tensor recovery. CoRR (2018)
Tian-Hui Ma, Yifei Lou, Ting-Zhu Huang
Models for Sparse Recovery and Rank Minimization. SIAM J. Imaging Sci. 10 (3) (2017)
Yaru Fan, Ting-Zhu Huang, Tian-Hui Ma, Xi-Le Zhao
Cartoon-texture image decomposition via non-convex low-rank texture regularization. J. Frankl. Inst. 354 (7) (2017)
Tai-Xiang Jiang, Ting-Zhu Huang, Xi-Le Zhao, Tian-Hui Ma
Patch-Based Principal Component Analysis for Face Recognition. Comput. Intell. Neurosci. 2017 (2017)
Tian-Hui Ma, Yifei Lou, Ting-Zhu Huang, Xi-Le Zhao
Group-based truncated l1-2 model for image inpainting. ICIP (2017)
Tian-Hui Ma, Ting-Zhu Huang, Xi-Le Zhao, Yifei Lou
Image deblurring with an inaccurate blur kernel using a group-based low-rank image prior. Inf. Sci. 408 (2017)
Tian-Hui Ma, Ting-Zhu Huang, Xi-Le Zhao
Group-based image decomposition using 3-D cartoon and texture priors. Inf. Sci. 328 (2016)
Teng-Yu Ji, Ting-Zhu Huang, Xi-Le Zhao, Tian-Hui Ma, Gang Liu
Tensor completion using total variation and low-rank matrix factorization. Inf. Sci. 326 (2016)