Lin, Jie; Huang, Ting-Zhu; Zhao, Xi-Le; Ma, Tian-Hui; Jiang, Tai-Xiang; Zheng, Yu-Bang A novel non-convex low-rank tensor approximation model for hyperspectral image restoration. (English) Zbl 1510.94018 Appl. Math. Comput. 408, Article ID 126342, 15 p. (2021). MSC: 94A08 90C25 PDFBibTeX XMLCite \textit{J. Lin} et al., Appl. Math. Comput. 408, Article ID 126342, 15 p. (2021; Zbl 1510.94018) Full Text: DOI
Ding, Meng; Huang, Ting-Zhu; Zhao, Xi-Le; Ng, Michael K.; Ma, Tian-Hui Tensor train rank minimization with nonlocal self-similarity for tensor completion. (English) Zbl 1467.94004 Inverse Probl. Imaging 15, No. 3, 475-498 (2021). MSC: 94A08 68U10 PDFBibTeX XMLCite \textit{M. Ding} et al., Inverse Probl. Imaging 15, No. 3, 475--498 (2021; Zbl 1467.94004) Full Text: DOI arXiv
Yang, Jing-Hua; Zhao, Xi-Le; Ma, Tian-Hui; Ding, Meng; Huang, Ting-Zhu Tensor train rank minimization with hybrid smoothness regularization for visual data recovery. (English) Zbl 1481.90257 Appl. Math. Modelling 81, 711-726 (2020). MSC: 90C25 15A69 15A83 94A08 PDFBibTeX XMLCite \textit{J.-H. Yang} et al., Appl. Math. Modelling 81, 711--726 (2020; Zbl 1481.90257) Full Text: DOI
Ding, Meng; Huang, Ting-Zhu; Ma, Tian-Hui; Zhao, Xi-Le; Yang, Jing-Hua Cauchy noise removal using group-based low-rank prior. (English) Zbl 1433.94011 Appl. Math. Comput. 372, Article ID 124971, 15 p. (2020). MSC: 94A08 94A12 62H35 68U10 PDFBibTeX XMLCite \textit{M. Ding} et al., Appl. Math. Comput. 372, Article ID 124971, 15 p. (2020; Zbl 1433.94011) Full Text: DOI
Yang, Jing-Hua; Zhao, Xi-Le; Ji, Teng-Yu; Ma, Tian-Hui; Huang, Ting-Zhu Low-rank tensor train for tensor robust principal component analysis. (English) Zbl 1433.90118 Appl. Math. Comput. 367, Article ID 124783, 15 p. (2020). MSC: 90C25 65K10 62H25 94A08 PDFBibTeX XMLCite \textit{J.-H. Yang} et al., Appl. Math. Comput. 367, Article ID 124783, 15 p. (2020; Zbl 1433.90118) Full Text: DOI
Yang, Jing-Hua; Zhao, Xi-Le; Ma, Tian-Hui; Chen, Yong; Huang, Ting-Zhu; Ding, Meng Remote sensing images destriping using unidirectional hybrid total variation and nonconvex low-rank regularization. (English) Zbl 1429.94027 J. Comput. Appl. Math. 363, 124-144 (2020). MSC: 94A08 90C26 90C90 PDFBibTeX XMLCite \textit{J.-H. Yang} et al., J. Comput. Appl. Math. 363, 124--144 (2020; Zbl 1429.94027) Full Text: DOI
Yang, Jing-Hua; Zhao, Xi-Le; Mei, Jin-Jin; Wang, Si; Ma, Tian-Hui; Huang, Ting-Zhu Total variation and high-order total variation adaptive model for restoring blurred images with Cauchy noise. (English) Zbl 1442.94015 Comput. Math. Appl. 77, No. 5, 1255-1272 (2019). MSC: 94A08 65R32 PDFBibTeX XMLCite \textit{J.-H. Yang} et al., Comput. Math. Appl. 77, No. 5, 1255--1272 (2019; Zbl 1442.94015) Full Text: DOI
Wang, Jian-Li; Huang, Ting-Zhu; Ma, Tian-Hui; Zhao, Xi-Le; Chen, Yong A sheared low-rank model for oblique stripe removal. (English) Zbl 1428.94034 Appl. Math. Comput. 360, 167-180 (2019). MSC: 94A08 PDFBibTeX XMLCite \textit{J.-L. Wang} et al., Appl. Math. Comput. 360, 167--180 (2019; Zbl 1428.94034) Full Text: DOI
Ma, Tian-Hui; Huang, Ting-Zhu; Zhao, Xi-Le Spatially dependent regularization parameter selection for total generalized variation-based image denoising. (English) Zbl 1423.94009 Comput. Appl. Math. 37, No. 1, 277-296 (2018). MSC: 94A08 90C26 68U10 90C90 PDFBibTeX XMLCite \textit{T.-H. Ma} et al., Comput. Appl. Math. 37, No. 1, 277--296 (2018; Zbl 1423.94009) Full Text: DOI
Zhao, Qing-Nan; Huang, Ting-Zhu; Zhao, Xi-Le; Ma, Tian-Hui; Cheng, Ming-Hui A convex optimization model and algorithm for retinex. (English) Zbl 1426.90202 Math. Probl. Eng. 2017, Article ID 4012767, 14 p. (2017). MSC: 90C25 94A08 PDFBibTeX XMLCite \textit{Q.-N. Zhao} et al., Math. Probl. Eng. 2017, Article ID 4012767, 14 p. (2017; Zbl 1426.90202) Full Text: DOI
Ma, Tian-Hui; Lou, Yifei; Huang, Ting-Zhu Truncated \(l_{1-2}\) models for sparse recovery and rank minimization. (English) Zbl 1397.94021 SIAM J. Imaging Sci. 10, No. 3, 1346-1380 (2017). MSC: 94A12 15A83 65K10 90C26 PDFBibTeX XMLCite \textit{T.-H. Ma} et al., SIAM J. Imaging Sci. 10, No. 3, 1346--1380 (2017; Zbl 1397.94021) Full Text: DOI
Fan, Ya-Ru; Huang, Ting-Zhu; Ma, Tian-Hui; Zhao, Xi-Le Cartoon-texture image decomposition via non-convex low-rank texture regularization. (English) Zbl 1364.94093 J. Franklin Inst. 354, No. 7, 3170-3187 (2017). MSC: 94A08 68U10 90C26 PDFBibTeX XMLCite \textit{Y.-R. Fan} et al., J. Franklin Inst. 354, No. 7, 3170--3187 (2017; Zbl 1364.94093) Full Text: DOI
Ji, Teng-Yu; Huang, Ting-Zhu; Zhao, Xi-Le; Ma, Tian-Hui; Liu, Gang Tensor completion using total variation and low-rank matrix factorization. (English) Zbl 1387.94038 Inf. Sci. 326, 243-257 (2016). MSC: 94A12 65F30 PDFBibTeX XMLCite \textit{T.-Y. Ji} et al., Inf. Sci. 326, 243--257 (2016; Zbl 1387.94038) Full Text: DOI
Ma, Tian-Hui; Huang, Ting-Zhu; Zhao, Xi-Le New regularization models for image denoising with a spatially dependent regularization parameter. (English) Zbl 1470.94017 Abstr. Appl. Anal. 2013, Article ID 729151, 15 p. (2013). MSC: 94A08 65J22 65K10 PDFBibTeX XMLCite \textit{T.-H. Ma} et al., Abstr. Appl. Anal. 2013, Article ID 729151, 15 p. (2013; Zbl 1470.94017) Full Text: DOI