Hyperspectral Unmixing Using Nonlocal Similarity-Regularized Low-Rank Tensor Factorization

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/tgrs.2021.3095488 ◽

2021 ◽

pp. 1-14

Author(s):

Yuan Yuan ◽

Le Dong ◽

Xuelong Li

Keyword(s):

Low Rank ◽

Tensor Factorization ◽

Hyperspectral Unmixing ◽

Rank Tensor ◽

Nonlocal Similarity

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Background reconstruction via low rank tensor factorization

Tenth International Conference on Graphics and Image Processing (ICGIP 2018) ◽

10.1117/12.2524402 ◽

2019 ◽

Author(s):

shen guiping ◽

han zhi ◽

chen xiai ◽

tang yandong ◽

zhang yang

Keyword(s):

Low Rank ◽

Tensor Factorization ◽

Rank Tensor ◽

Background Reconstruction

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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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Double-Factor-Regularized Low-Rank Tensor Factorization for Mixed Noise Removal in Hyperspectral Image

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/tgrs.2020.2987954 ◽

2020 ◽

Vol 58 (12) ◽

pp. 8450-8464 ◽

Author(s):

Yu-Bang Zheng ◽

Ting-Zhu Huang ◽

Xi-Le Zhao ◽

Yong Chen ◽

Wei He

Keyword(s):

Hyperspectral Image ◽

Noise Removal ◽

Low Rank ◽

Tensor Factorization ◽

Rank Tensor ◽

Mixed Noise ◽

Mixed Noise Removal

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Block-Randomized Stochastic Proximal Gradient for Low-Rank Tensor Factorization

IEEE Transactions on Signal Processing ◽

10.1109/tsp.2020.2982321 ◽

2020 ◽

Vol 68 ◽

pp. 2170-2185 ◽

Author(s):

Xiao Fu ◽

Shahana Ibrahim ◽

Hoi-To Wai ◽

Cheng Gao ◽

Kejun Huang

Keyword(s):

Low Rank ◽

Tensor Factorization ◽

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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 Low-Rank Tensor Regularization Strategy for Hyperspectral Unmixing

2018 IEEE Statistical Signal Processing Workshop (SSP) ◽

10.1109/ssp.2018.8450853 ◽

2018 ◽

Author(s):

Tales Imbiriba ◽

Ricardo Augusto Borsoi ◽

Jose Carlos Moreira Bermudez

Keyword(s):

Low Rank ◽

Hyperspectral Unmixing ◽

Rank Tensor ◽

Regularization Strategy

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Optimal Low Rank Tensor Factorization for Deep Learning

Communications in Computer and Information Science - Communication, Networks and Computing ◽

10.1007/978-981-13-2372-0_42 ◽

2018 ◽

pp. 476-484

Author(s):

Antra Purohit ◽

Abhishek ◽

Rakesh ◽

Shekhar Verma

Keyword(s):

Deep Learning ◽

Low Rank ◽

Tensor Factorization ◽

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Hyperspectral Restoration via $L_0$ Gradient Regularized Low-Rank Tensor Factorization

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/tgrs.2019.2935150 ◽

2019 ◽

Vol 57 (12) ◽

pp. 10410-10425 ◽

Author(s):

Fengchao Xiong ◽

Jun Zhou ◽

Yuntao Qian

Keyword(s):

Low Rank ◽

Tensor Factorization ◽

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A Weighted Tensor Factorization Method for Low-Rank Tensor Completion

2019 IEEE Fifth International Conference on Multimedia Big Data (BigMM) ◽

10.1109/bigmm.2019.00-45 ◽

2019 ◽

Author(s):

Miaomiao Cheng ◽

Liping Jing ◽

Michael K. Ng

Keyword(s):

Factorization Method ◽

Low Rank ◽

Tensor Factorization ◽

Tensor Completion ◽

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Block-randomized Stochastic Proximal Gradient for Constrained Low-rank Tensor Factorization

ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) ◽

10.1109/icassp.2019.8682465 ◽

2019 ◽

Author(s):

Xiao Fu ◽

Cheng Gao ◽

Hoi-To Wai ◽

Kejun Huang

Keyword(s):

Low Rank ◽

Tensor Factorization ◽

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