Efficient tensor decomposition approach for estimation of the number of endmembers in a hyperspectral image

Samiran Das; Aurobinda Routray; Alok Kanti Deb

doi:10.1117/1.jrs.14.016519

Efficient tensor decomposition approach for estimation of the number of endmembers in a hyperspectral image

Journal of Applied Remote Sensing ◽

10.1117/1.jrs.14.016519 ◽

2020 ◽

Vol 14 (01) ◽

pp. 1

Author(s):

Samiran Das ◽

Aurobinda Routray ◽

Alok Kanti Deb

Keyword(s):

Hyperspectral Image ◽

Tensor Decomposition ◽

Decomposition Approach

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Non-local similarity based tensor decomposition for hyperspectral image denoising

2017 IEEE International Conference on Image Processing (ICIP) ◽

10.1109/icip.2017.8296610 ◽

2017 ◽

Cited By ~ 3

Author(s):

Fan Xu ◽

Xiao Bai ◽

Jun Zhou

Keyword(s):

Image Denoising ◽

Hyperspectral Image ◽

Tensor Decomposition ◽

Local Similarity ◽

Non Local

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A Tensor Decomposition Approach for Contingency Screening and Coherency Identification in Power Systems

2021 IEEE Madrid PowerTech ◽

10.1109/powertech46648.2021.9494922 ◽

2021 ◽

Author(s):

Betsy Sandoval ◽

Petr Korba ◽

Felix Rafael Segundo Sevilla ◽

Emilio Barocio Espejo

Keyword(s):

Power Systems ◽

Tensor Decomposition ◽

Decomposition Approach ◽

Contingency Screening

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A Bayesian tensor decomposition approach for spatiotemporal traffic data imputation

Transportation Research Part C Emerging Technologies ◽

10.1016/j.trc.2018.11.003 ◽

2019 ◽

Vol 98 ◽

pp. 73-84 ◽

Cited By ~ 38

Author(s):

Xinyu Chen ◽

Zhaocheng He ◽

Lijun Sun

Keyword(s):

Tensor Decomposition ◽

Data Imputation ◽

Traffic Data ◽

Decomposition Approach

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Grid-based electronic structure calculations: The tensor decomposition approach

Journal of Computational Physics ◽

10.1016/j.jcp.2016.02.023 ◽

2016 ◽

Vol 312 ◽

pp. 19-30 ◽

Cited By ~ 9

Author(s):

M.V. Rakhuba ◽

I.V. Oseledets

Keyword(s):

Electronic Structure ◽

Tensor Decomposition ◽

Electronic Structure Calculations ◽

Decomposition Approach ◽

Structure Calculations ◽

Grid Based

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Grasping Force Estimation by sEMG Signals and Arm Posture: Tensor Decomposition Approach

Journal of Bionic Engineering ◽

10.1007/s42235-019-0037-0 ◽

2019 ◽

Vol 16 (3) ◽

pp. 455-467 ◽

Cited By ~ 8

Author(s):

Sanghyun Kim ◽

Joowan Kim ◽

Mingon Kim ◽

Seungyeon Kim ◽

Jaeheung Park

Keyword(s):

Tensor Decomposition ◽

Force Estimation ◽

Decomposition Approach ◽

Grasping Force ◽

Semg Signals

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A Low-Rank Tensor Decomposition Based Hyperspectral Image Compression Algorithm

Lecture Notes in Computer Science - Advances in Multimedia Information Processing - PCM 2016 ◽

10.1007/978-3-319-48890-5_14 ◽

2016 ◽

pp. 141-149 ◽

Cited By ~ 2

Author(s):

Mengfei Zhang ◽

Bo Du ◽

Lefei Zhang ◽

Xuelong Li

Keyword(s):

Image Compression ◽

Hyperspectral Image ◽

Tensor Decomposition ◽

Compression Algorithm ◽

Low Rank ◽

Rank Tensor ◽

Hyperspectral Image Compression ◽

Image Compression Algorithm

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A non-negative multilinear block tensor decomposition approach to flow cytometry data analysis

2014 IEEE International Workshop on Machine Learning for Signal Processing (MLSP) ◽

10.1109/mlsp.2014.6958907 ◽

2014 ◽

Author(s):

David Brie ◽

Sebastian Miron ◽

Philippe Becuwe ◽

Stephanie Grandemange

Keyword(s):

Flow Cytometry ◽

Data Analysis ◽

Tensor Decomposition ◽

Decomposition Approach ◽

Flow Cytometry Data

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Spatial–Spectral-Graph-Regularized Low-Rank Tensor Decomposition for Multispectral and Hyperspectral Image Fusion

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing ◽

10.1109/jstars.2017.2785411 ◽

2018 ◽

Vol 11 (4) ◽

pp. 1030-1040 ◽

Cited By ~ 31

Author(s):

Kai Zhang ◽

Min Wang ◽

Shuyuan Yang ◽

Licheng Jiao

Keyword(s):

Image Fusion ◽

Hyperspectral Image ◽

Tensor Decomposition ◽

Low Rank ◽

Spectral Graph ◽

Rank Tensor ◽

Hyperspectral Image Fusion

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Hyperspectral Image Restoration Using Weighted Group Sparsity-Regularized Low-Rank Tensor Decomposition

IEEE Transactions on Cybernetics ◽

10.1109/tcyb.2019.2936042 ◽

2020 ◽

Vol 50 (8) ◽

pp. 3556-3570 ◽

Cited By ~ 9

Author(s):

Yong Chen ◽

Wei He ◽

Naoto Yokoya ◽

Ting-Zhu Huang

Keyword(s):

Image Restoration ◽

Hyperspectral Image ◽

Tensor Decomposition ◽

Low Rank ◽

Group Sparsity ◽

Rank Tensor

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Atrial signal extraction in atrial fibrillation electrocardiograms using a tensor decomposition approach

2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) ◽

10.1109/embc.2015.7320000 ◽

2015 ◽

Cited By ~ 7

Author(s):

Lucas N. Ribeiro ◽

Antonio R. Hidalgo-Munoz ◽

Vicente Zarzoso

Keyword(s):

Atrial Fibrillation ◽

Tensor Decomposition ◽

Signal Extraction ◽

Decomposition Approach

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