Robust low-rank tensor completion via transformed tensor nuclear norm with total variation regularization

Neurocomputing ◽

10.1016/j.neucom.2020.12.110 ◽

2021 ◽

Vol 435 ◽

pp. 197-215

Author(s):

Duo Qiu ◽

Minru Bai ◽

Michael K. Ng ◽

Xiongjun Zhang

Keyword(s):

Total Variation ◽

Nuclear Norm ◽

Low Rank ◽

Total Variation Regularization ◽

Tensor Completion ◽

Rank Tensor ◽

Tensor Nuclear Norm

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Anisotropic Total Variation Regularized Low-Rank Tensor Completion Based On Tensor Nuclear Norm for Color Image Inpainting

2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) ◽

10.1109/icassp.2018.8461973 ◽

2018 ◽

Author(s):

Fei Jiang ◽

Xiao- Yang Liu ◽

Hongtao Lu ◽

Ruimin Shen

Keyword(s):

Total Variation ◽

Color Image ◽

Image Inpainting ◽

Nuclear Norm ◽

Low Rank ◽

Tensor Completion ◽

Rank Tensor ◽

Tensor Nuclear Norm ◽

Anisotropic Total Variation

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Low-Rank Tensor Completion via Tensor Nuclear Norm With Hybrid Smooth Regularization

IEEE Access ◽

10.1109/access.2019.2940255 ◽

2019 ◽

Vol 7 ◽

pp. 131888-131901

Author(s):

Xi-Le Zhao ◽

Xin Nie ◽

Yu-Bang Zheng ◽

Teng-Yu Ji ◽

Ting-Zhu Huang

Keyword(s):

Nuclear Norm ◽

Low Rank ◽

Tensor Completion ◽

Rank Tensor ◽

Tensor Nuclear Norm

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Unifying Tensor Factorization and Tensor Nuclear Norm Approaches for Low-Rank Tensor Completion

Neurocomputing ◽

10.1016/j.neucom.2021.06.020 ◽

2021 ◽

Author(s):

Shiqiang Du ◽

Qingjiang Xiao ◽

Yuqing Shi ◽

Rita Cucchiara ◽

Yide Ma

Keyword(s):

Nuclear Norm ◽

Low Rank ◽

Tensor Factorization ◽

Tensor Completion ◽

Rank Tensor ◽

Tensor Nuclear Norm

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A Corrected Tensor Nuclear Norm Minimization Method for Noisy Low-Rank Tensor Completion

SIAM Journal on Imaging Sciences ◽

10.1137/18m1202311 ◽

2019 ◽

Vol 12 (2) ◽

pp. 1231-1273 ◽

Author(s):

Xiongjun Zhang ◽

Michael K. Ng

Keyword(s):

Nuclear Norm ◽

Low Rank ◽

Tensor Completion ◽

Minimization Method ◽

Nuclear Norm Minimization ◽

Norm Minimization ◽

Rank Tensor ◽

Tensor Nuclear Norm

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Low-Rank Tensor Completion With a New Tensor Nuclear Norm Induced by Invertible Linear Transforms

2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) ◽

10.1109/cvpr.2019.00615 ◽

2019 ◽

Author(s):

Canyi Lu ◽

Xi Peng ◽

Yunchao Wei

Keyword(s):

Nuclear Norm ◽

Low Rank ◽

Tensor Completion ◽

Rank Tensor ◽

Linear Transforms ◽

Tensor Nuclear Norm

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Low-Rank Tensor Completion by Sum of Tensor Nuclear Norm Minimization

IEEE Access ◽

10.1109/access.2019.2940664 ◽

2019 ◽

Vol 7 ◽

pp. 134943-134953

Author(s):

Yaru Su ◽

Xiaohui Wu ◽

Wenxi Liu

Keyword(s):

Nuclear Norm ◽

Low Rank ◽

Tensor Completion ◽

Nuclear Norm Minimization ◽

Norm Minimization ◽

Rank Tensor ◽

Tensor Nuclear Norm

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SURE Based Truncated Tensor Nuclear Norm Regularization for Low Rank Tensor Completion

2020 28th European Signal Processing Conference (EUSIPCO) ◽

10.23919/eusipco47968.2020.9287726 ◽

2021 ◽

Author(s):

Gordon Morison

Keyword(s):

Nuclear Norm ◽

Low Rank ◽

Tensor Completion ◽

Rank Tensor ◽

Tensor Nuclear Norm ◽

Nuclear Norm Regularization

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Tensor Nuclear Norm-Based Low-Rank Approximation With Total Variation Regularization

IEEE Journal of Selected Topics in Signal Processing ◽

10.1109/jstsp.2018.2873148 ◽

2018 ◽

Vol 12 (6) ◽

pp. 1364-1377 ◽

Author(s):

Yongyong Chen ◽

Shuqin Wang ◽

Yicong Zhou

Keyword(s):

Total Variation ◽

Nuclear Norm ◽

Low Rank ◽

Total Variation Regularization ◽

Low Rank Approximation ◽

Rank Approximation ◽

Tensor Nuclear Norm

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CPCT-LRTDTV: cerebral perfusion CT image restoration via a low rank tensor decomposition with total variation regularization

Medical Imaging 2018: Physics of Medical Imaging ◽

10.1117/12.2293964 ◽

2018 ◽

Author(s):

Jianhua Ma ◽

Dong Zeng ◽

Jiangjun Peng ◽

Yao Wang ◽

Deyu Meng

Keyword(s):

Image Restoration ◽

Total Variation ◽

Cerebral Perfusion ◽

Tensor Decomposition ◽

Perfusion Ct ◽

Low Rank ◽

Total Variation Regularization ◽

Ct Image ◽

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Tensor Factorization with Total Variation and Tikhonov Regularization for Low-Rank Tensor Completion in Imaging Data

Journal of Mathematical Imaging and Vision ◽

10.1007/s10851-019-00933-9 ◽

2019 ◽

Vol 62 (6-7) ◽

pp. 900-918

Author(s):

Xue-Lei Lin ◽

Michael K. Ng ◽

Xi-Le Zhao

Keyword(s):

Total Variation ◽

Tikhonov Regularization ◽

Low Rank ◽

Tensor Factorization ◽

Tensor Completion ◽

Imaging Data ◽

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