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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
◽
Cited By ~ 8
Author(s):
Tales Imbiriba
◽
Ricardo Augusto Borsoi
◽
Jose Carlos Moreira Bermudez
Keyword(s):
Low Rank
◽
Hyperspectral Unmixing
◽
Rank Tensor
◽
Regularization Strategy
Download Full-text
Related Documents
Cited By
References
Hyperspectral Unmixing Using Nonlocal Similarity-Regularized Low-Rank Tensor Factorization
IEEE Transactions on Geoscience and Remote Sensing
◽
10.1109/tgrs.2021.3095488
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2021
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pp. 1-14
Author(s):
Yuan Yuan
◽
Le Dong
◽
Xuelong Li
Keyword(s):
Low Rank
◽
Tensor Factorization
◽
Hyperspectral Unmixing
◽
Rank Tensor
◽
Nonlocal Similarity
Download Full-text
Low-Rank Tensor Modeling for Hyperspectral Unmixing Accounting for Spectral Variability
IEEE Transactions on Geoscience and Remote Sensing
◽
10.1109/tgrs.2019.2949543
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2020
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Vol 58
(3)
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pp. 1833-1842
◽
Cited By ~ 4
Author(s):
Tales Imbiriba
◽
Ricardo Augusto Borsoi
◽
Jose Carlos Moreira Bermudez
Keyword(s):
Low Rank
◽
Spectral Variability
◽
Hyperspectral Unmixing
◽
Rank Tensor
◽
Tensor Modeling
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Low-Rank Tensor Graph Learning for Multi-view Subspace Clustering
IEEE Transactions on Circuits and Systems for Video Technology
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10.1109/tcsvt.2021.3055625
◽
2021
◽
pp. 1-1
Author(s):
Yongyong Chen
◽
Xiaolin Xiao
◽
Chong Peng
◽
Guangming Lu
◽
Yicong Zhou
Keyword(s):
Subspace Clustering
◽
Low Rank
◽
Graph Learning
◽
Rank Tensor
Download Full-text
An accurate prediction method of multiple deterioration forms of tool based on multitask learning with low rank tensor constraint
Journal of Manufacturing Systems
◽
10.1016/j.jmsy.2020.11.018
◽
2021
◽
Vol 58
◽
pp. 193-204
Author(s):
Changqing Liu
◽
Jincheng Ni
◽
Peng Wan
Keyword(s):
Prediction Method
◽
Multitask Learning
◽
Accurate Prediction
◽
Low Rank
◽
Rank Tensor
Download Full-text
TT-TSDF: Memory-Efficient TSDF with Low-Rank Tensor Train Decomposition
2020 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)
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10.1109/iros45743.2020.9341464
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2020
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Author(s):
Alexey I. Boyko
◽
Mikhail P. Matrosov
◽
Ivan V. Oseledets
◽
Dzmitry Tsetserukou
◽
Gonzalo Ferrer
Keyword(s):
Low Rank
◽
Rank Tensor
◽
Memory Efficient
Download Full-text
Adaptive Dimension-Discriminative Low-Rank Tensor Recovery for Computational Hyperspectral Imaging
International Journal of Computer Vision
◽
10.1007/s11263-021-01481-9
◽
2021
◽
Author(s):
Lizhi Wang
◽
Shipeng Zhang
◽
Hua Huang
Keyword(s):
Hyperspectral Imaging
◽
Low Rank
◽
Rank Tensor
◽
Tensor Recovery
Download Full-text
Low Rank Tensor Completion with Poisson Observations
IEEE Transactions on Pattern Analysis and Machine Intelligence
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10.1109/tpami.2021.3059299
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2021
◽
pp. 1-1
Author(s):
Xiongjun Zhang
◽
Michael Kwok-Po Ng
Keyword(s):
Low Rank
◽
Tensor Completion
◽
Rank Tensor
Download Full-text
Computation of low-rank tensor approximation under existence constraint via a forward-backward algorithm
Signal Processing
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10.1016/j.sigpro.2021.108178
◽
2021
◽
pp. 108178
Author(s):
Marouane Nazih
◽
Khalid Minaoui
◽
Elaheh Sobhani
◽
Pierre Comon
Keyword(s):
Low Rank
◽
Rank Tensor
◽
Tensor Approximation
Download Full-text
Low-rank tensor completion based on non-convex logDet function and Tucker decomposition
Signal Image and Video Processing
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10.1007/s11760-020-01845-7
◽
2021
◽
Author(s):
Chengfei Shi
◽
Zhengdong Huang
◽
Li Wan
◽
Tifan Xiong
Keyword(s):
Low Rank
◽
Tensor Completion
◽
Tucker Decomposition
◽
Rank Tensor
Download Full-text
Robust low-rank tensor completion via transformed tensor nuclear norm with total variation regularization
Neurocomputing
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10.1016/j.neucom.2020.12.110
◽
2021
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Vol 435
◽
pp. 197-215
Author(s):
Duo Qiu
◽
Minru Bai
◽
Michael K. Ng
◽
Xiongjun Zhang
Keyword(s):
Total Variation
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Nuclear Norm
◽
Low Rank
◽
Total Variation Regularization
◽
Tensor Completion
◽
Rank Tensor
◽
Tensor Nuclear Norm
Download Full-text
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