Edit Profile (opens in new tab) Ma, Tian-Hui Co-Author Distance Author ID: ma.tian-hui Published as: Ma, Tian-Hui Documents Indexed: 18 Publications since 2013 Co-Authors: 20 Co-Authors with 18 Joint Publications 1,018 Co-Co-Authors all top 5 Co-Authors 0 single-authored 18 Huang, Ting-Zhu 17 Zhao, Xile 5 Ji, Teng-Yu 5 Yang, Jinghua 4 Ding, Meng 3 Jiang, Tai-Xiang 3 Zheng, Yubang 2 Chen, Yong 2 Cheng, Ming-Hui 1 Deng, Liangjian 1 Fan, Ya-Ru 1 Huang, Jie 1 Lin, Jie 1 Liu, Gang 1 Lou, Yifei 1 Mei, Jin-Jin 1 Ng, Michael Kwok-Po 1 Wang, Jianli 1 Wang, Si 1 Zhao, Qing-Nan all top 5 Serials 4 Applied Mathematics and Computation 4 Applied Mathematical Modelling 2 Information Sciences 1 Computers & Mathematics with Applications 1 Journal of the Franklin Institute 1 Journal of Computational and Applied Mathematics 1 Computational and Applied Mathematics 1 Mathematical Problems in Engineering 1 Abstract and Applied Analysis 1 Inverse Problems and Imaging 1 SIAM Journal on Imaging Sciences all top 5 Fields 14 Information and communication theory, circuits (94-XX) 11 Operations research, mathematical programming (90-XX) 5 Linear and multilinear algebra; matrix theory (15-XX) 5 Numerical analysis (65-XX) 5 Computer science (68-XX) 3 Statistics (62-XX) 1 Biology and other natural sciences (92-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 15 Publications have been cited 156 times in 109 Documents Cited by ▼ Year ▼ Truncated \(l_{1-2}\) models for sparse recovery and rank minimization. Zbl 1397.94021 Ma, Tian-Hui; Lou, Yifei; Huang, Ting-Zhu 33 2017 Tensor completion using total variation and low-rank matrix factorization. Zbl 1387.94038 Ji, Teng-Yu; Huang, Ting-Zhu; Zhao, Xi-Le; Ma, Tian-Hui; Liu, Gang 27 2016 Remote sensing images destriping using unidirectional hybrid total variation and nonconvex low-rank regularization. Zbl 1429.94027 Yang, Jing-Hua; Zhao, Xi-Le; Ma, Tian-Hui; Chen, Yong; Huang, Ting-Zhu; Ding, Meng 23 2020 A non-convex tensor rank approximation for tensor completion. Zbl 1480.90259 Ji, Teng-Yu; Huang, Ting-Zhu; Zhao, Xi-Le; Ma, Tian-Hui; Deng, Liang-Jian 17 2017 Low-rank tensor train for tensor robust principal component analysis. Zbl 1433.90118 Yang, Jing-Hua; Zhao, Xi-Le; Ji, Teng-Yu; Ma, Tian-Hui; Huang, Ting-Zhu 12 2020 Total variation and high-order total variation adaptive model for restoring blurred images with Cauchy noise. Zbl 1442.94015 Yang, Jing-Hua; Zhao, Xi-Le; Mei, Jin-Jin; Wang, Si; Ma, Tian-Hui; Huang, Ting-Zhu 10 2019 Tensor \(N\)-tubal rank and its convex relaxation for low-rank tensor recovery. Zbl 1459.68181 Zheng, Yu-Bang; Huang, Ting-Zhu; Zhao, Xi-Le; Jiang, Tai-Xiang; Ji, Teng-Yu; Ma, Tian-Hui 8 2020 Cartoon-texture image decomposition via non-convex low-rank texture regularization. Zbl 1364.94093 Fan, Ya-Ru; Huang, Ting-Zhu; Ma, Tian-Hui; Zhao, Xi-Le 6 2017 Cauchy noise removal using group-based low-rank prior. Zbl 1433.94011 Ding, Meng; Huang, Ting-Zhu; Ma, Tian-Hui; Zhao, Xi-Le; Yang, Jing-Hua 5 2020 A variational model with hybrid hyper-Laplacian priors for Retinex. Zbl 1481.92033 Cheng, Ming-Hui; Huang, Ting-Zhu; Zhao, Xi-Le; Ma, Tian-Hui; Huang, Jie 5 2019 Low-rank tensor completion via smooth matrix factorization. Zbl 1462.90096 Zheng, Yu-Bang; Huang, Ting-Zhu; Ji, Teng-Yu; Zhao, Xi-Le; Jiang, Tai-Xiang; Ma, Tian-Hui 4 2019 Spatially dependent regularization parameter selection for total generalized variation-based image denoising. Zbl 1423.94009 Ma, Tian-Hui; Huang, Ting-Zhu; Zhao, Xi-Le 2 2018 Tensor train rank minimization with nonlocal self-similarity for tensor completion. Zbl 1467.94004 Ding, Meng; Huang, Ting-Zhu; Zhao, Xi-Le; Ng, Michael K.; Ma, Tian-Hui 2 2021 A novel non-convex low-rank tensor approximation model for hyperspectral image restoration. Zbl 1510.94018 Lin, Jie; Huang, Ting-Zhu; Zhao, Xi-Le; Ma, Tian-Hui; Jiang, Tai-Xiang; Zheng, Yu-Bang 1 2021 Tensor train rank minimization with hybrid smoothness regularization for visual data recovery. Zbl 1481.90257 Yang, Jing-Hua; Zhao, Xi-Le; Ma, Tian-Hui; Ding, Meng; Huang, Ting-Zhu 1 2020 Tensor train rank minimization with nonlocal self-similarity for tensor completion. Zbl 1467.94004 Ding, Meng; Huang, Ting-Zhu; Zhao, Xi-Le; Ng, Michael K.; Ma, Tian-Hui 2 2021 A novel non-convex low-rank tensor approximation model for hyperspectral image restoration. Zbl 1510.94018 Lin, Jie; Huang, Ting-Zhu; Zhao, Xi-Le; Ma, Tian-Hui; Jiang, Tai-Xiang; Zheng, Yu-Bang 1 2021 Remote sensing images destriping using unidirectional hybrid total variation and nonconvex low-rank regularization. Zbl 1429.94027 Yang, Jing-Hua; Zhao, Xi-Le; Ma, Tian-Hui; Chen, Yong; Huang, Ting-Zhu; Ding, Meng 23 2020 Low-rank tensor train for tensor robust principal component analysis. Zbl 1433.90118 Yang, Jing-Hua; Zhao, Xi-Le; Ji, Teng-Yu; Ma, Tian-Hui; Huang, Ting-Zhu 12 2020 Tensor \(N\)-tubal rank and its convex relaxation for low-rank tensor recovery. Zbl 1459.68181 Zheng, Yu-Bang; Huang, Ting-Zhu; Zhao, Xi-Le; Jiang, Tai-Xiang; Ji, Teng-Yu; Ma, Tian-Hui 8 2020 Cauchy noise removal using group-based low-rank prior. Zbl 1433.94011 Ding, Meng; Huang, Ting-Zhu; Ma, Tian-Hui; Zhao, Xi-Le; Yang, Jing-Hua 5 2020 Tensor train rank minimization with hybrid smoothness regularization for visual data recovery. Zbl 1481.90257 Yang, Jing-Hua; Zhao, Xi-Le; Ma, Tian-Hui; Ding, Meng; Huang, Ting-Zhu 1 2020 Total variation and high-order total variation adaptive model for restoring blurred images with Cauchy noise. Zbl 1442.94015 Yang, Jing-Hua; Zhao, Xi-Le; Mei, Jin-Jin; Wang, Si; Ma, Tian-Hui; Huang, Ting-Zhu 10 2019 A variational model with hybrid hyper-Laplacian priors for Retinex. Zbl 1481.92033 Cheng, Ming-Hui; Huang, Ting-Zhu; Zhao, Xi-Le; Ma, Tian-Hui; Huang, Jie 5 2019 Low-rank tensor completion via smooth matrix factorization. Zbl 1462.90096 Zheng, Yu-Bang; Huang, Ting-Zhu; Ji, Teng-Yu; Zhao, Xi-Le; Jiang, Tai-Xiang; Ma, Tian-Hui 4 2019 Spatially dependent regularization parameter selection for total generalized variation-based image denoising. Zbl 1423.94009 Ma, Tian-Hui; Huang, Ting-Zhu; Zhao, Xi-Le 2 2018 Truncated \(l_{1-2}\) models for sparse recovery and rank minimization. Zbl 1397.94021 Ma, Tian-Hui; Lou, Yifei; Huang, Ting-Zhu 33 2017 A non-convex tensor rank approximation for tensor completion. Zbl 1480.90259 Ji, Teng-Yu; Huang, Ting-Zhu; Zhao, Xi-Le; Ma, Tian-Hui; Deng, Liang-Jian 17 2017 Cartoon-texture image decomposition via non-convex low-rank texture regularization. Zbl 1364.94093 Fan, Ya-Ru; Huang, Ting-Zhu; Ma, Tian-Hui; Zhao, Xi-Le 6 2017 Tensor completion using total variation and low-rank matrix factorization. Zbl 1387.94038 Ji, Teng-Yu; Huang, Ting-Zhu; Zhao, Xi-Le; Ma, Tian-Hui; Liu, Gang 27 2016 all cited Publications top 5 cited Publications all top 5 Cited by 228 Authors 29 Zhao, Xile 28 Huang, Ting-Zhu 14 Ma, Tian-Hui 11 Ng, Michael Kwok-Po 8 Deng, Liangjian 8 Ji, Teng-Yu 7 Jiang, Tai-Xiang 7 Zheng, Yubang 6 Ding, Meng 6 Yang, Jinghua 4 Chen, Wengu 4 Ge, HuanMin 4 Zhang, Xiongjun 3 Chen, Yong 3 Cui, Lubin 3 Duan, Xuefeng 3 Huang, Zheng-Hai 3 Li, Peng 3 Lou, Yifei 3 Mei, Jin-Jin 3 Wang, Si 3 Wu, Tingting 3 Zhang, Xinzhen 2 Bentbib, Abdeslem Hafid 2 Cai, Jian-Feng 2 Cai, Yun 2 Cheng, Ming-Hui 2 Choi, Jae Kyu 2 Duan, Shan-Qi 2 El Hachimi, Anas 2 He, Hongjin 2 Huang, Jie 2 Jbilou, Khalide 2 Li, Chunmei 2 Li, Fang 2 Li, Rong 2 Liu, Jun 2 Lu, Jian 2 Ratnani, Ahmed 2 Wang, Chao 2 Wang, Jianjun 2 Wang, Wendong 2 Wei, Ke 2 Yu, Quan 2 Zhang, Jing 2 Zhang, Shuguang 2 Zhang, Xiaoqing 2 Zheng, Bing 1 Adam, Tarmizi 1 Ait Bella, Fatim Zahra 1 An, Congpei 1 Bai, Minru 1 Bao, Chenglong 1 Cai, Changxiao 1 Callico, Gustavo M. 1 Campos-Delgado, Daniel Ulises 1 Chang, Yi 1 Chao, Hongyang 1 Chen, Cheng 1 Chen, Chuan 1 Chen, Hui 1 Chen, Jianheng 1 Chen, Yannan 1 Chen, Yong 1 Chen, Yuxin 1 Chen, Zitai 1 Cheng, Guanghui 1 Cheng, Zhe 1 Cruz-Guerrero, Inés A. 1 Doan, Xuan Vinh 1 Dong, Bin 1 Dong, Hongbo 1 Dou, Hong-Xia 1 Du, Ruiyan 1 El Rhabi, Mohammed 1 Fabelo, Himar 1 Fang, Faming 1 Feng, Qingrong 1 Feng, Yunlong 1 Gao, Kaixin 1 George, Sudhish N. 1 Gu, Fang 1 Gu, Xian-Ming 1 Gu, Xiaoyu 1 Guo, Huiyuan 1 Guo, Lin 1 Guo, Zhichang 1 Hakim, Abdelilah 1 Han, Le 1 Hu, ShengLong 1 Hu, Wenyu 1 Hu, Zhongyi 1 Huang, Zhengdong 1 Huo, Limei 1 Ji, Hui 1 Jiang, Qingtang 1 Jing, Yanfei 1 Jo, Javier A. 1 Jon, Kyongson 1 Jung, Miyoun ...and 128 more Authors all top 5 Cited in 38 Serials 11 Applied Mathematics and Computation 11 Journal of Scientific Computing 10 Information Sciences 8 Applied Mathematical Modelling 6 Inverse Problems 6 Journal of Computational and Applied Mathematics 6 SIAM Journal on Imaging Sciences 4 Computers & Mathematics with Applications 4 Journal of the Franklin Institute 4 Computational Optimization and Applications 4 Computational and Applied Mathematics 3 Journal of Global Optimization 3 Numerical Algorithms 3 Inverse Problems and Imaging 2 Advances in Computational Mathematics 2 Mathematical Problems in Engineering 1 Linear and Multilinear Algebra 1 Calcolo 1 Journal of Optimization Theory and Applications 1 Operations Research 1 Journal of Computational Mathematics 1 Applied Mathematics Letters 1 Multidimensional Systems and Signal Processing 1 Japan Journal of Industrial and Applied Mathematics 1 International Journal of Computer Mathematics 1 Journal of Mathematical Imaging and Vision 1 SIAM Journal on Scientific Computing 1 Applied and Computational Harmonic Analysis 1 Journal of Inverse and Ill-Posed Problems 1 Journal of Inequalities and Applications 1 Discrete Dynamics in Nature and Society 1 Analysis and Applications (Singapore) 1 International Journal of Wavelets, Multiresolution and Information Processing 1 Journal of Industrial and Management Optimization 1 Inverse Problems in Science and Engineering 1 Optimization Letters 1 Advances in Applied Mathematics and Mechanics 1 Journal of Nonlinear and Variational Analysis all top 5 Cited in 17 Fields 58 Information and communication theory, circuits (94-XX) 53 Numerical analysis (65-XX) 47 Operations research, mathematical programming (90-XX) 38 Linear and multilinear algebra; matrix theory (15-XX) 35 Computer science (68-XX) 11 Statistics (62-XX) 6 Biology and other natural sciences (92-XX) 5 Calculus of variations and optimal control; optimization (49-XX) 3 Partial differential equations (35-XX) 1 Several complex variables and analytic spaces (32-XX) 1 Approximations and expansions (41-XX) 1 Harmonic analysis on Euclidean spaces (42-XX) 1 Differential geometry (53-XX) 1 General topology (54-XX) 1 Global analysis, analysis on manifolds (58-XX) 1 Probability theory and stochastic processes (60-XX) 1 Systems theory; control (93-XX) Citations by Year