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Hyperspectral Image Restoration Via Total Variation Regularized Low-Rank Tensor Decomposition

IEEE journal of selected topics in applied earth observations and remote sensing, 2018-04, Vol.11 (4), p.1227-1243

2018

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Nonlocal Tensor-Ring Decomposition for Hyperspectral Image Denoising

IEEE transactions on geoscience and remote sensing, 2020-02, Vol.58 (2), p.1348-1362

2020

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FastDeRain: A Novel Video Rain Streak Removal Method Using Directional Gradient Priors

IEEE transactions on image processing, 2019-04, Vol.28 (4), p.2089-2102

2019

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Non-Local Robust Quaternion Matrix Completion for Large-Scale Color Image and Video Inpainting

IEEE transactions on image processing, 2022, Vol.31, p.3868-3883

2022

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Joint-Sparse-Blocks and Low-Rank Representation for Hyperspectral Unmixing

IEEE transactions on geoscience and remote sensing, 2019-04, Vol.57 (4), p.2419-2438

2019

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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, 2020-12, Vol.58 (12), p.8450-8464

2020

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Hyperspectral Image Denoising Using Factor Group Sparsity-Regularized Nonconvex Low-Rank Approximation

IEEE transactions on geoscience and remote sensing, 2022, Vol.60, p.1-16

2022

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Hyperspectral Image Compressive Sensing Reconstruction Using Subspace-Based Nonlocal Tensor Ring Decomposition

IEEE transactions on image processing, 2020, Vol.29, p.6813-6828

2020

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Framelet Representation of Tensor Nuclear Norm for Third-Order Tensor Completion

IEEE transactions on image processing, 2020, Vol.29, p.7233-7244

2020

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Hyperspectral Compressive Snapshot Reconstruction via Coupled Low-Rank Subspace Representation and Self-Supervised Deep Network

IEEE transactions on image processing, 2024, Vol.33, p.926-941

2024

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Toward Universal Stripe Removal via Wavelet-Based Deep Convolutional Neural Network

IEEE transactions on geoscience and remote sensing, 2020-04, Vol.58 (4), p.2880-2897

2020

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Mixed Noise Removal in Hyperspectral Image via Low-Fibered-Rank Regularization

IEEE transactions on geoscience and remote sensing, 2020-01, Vol.58 (1), p.734-749

2020

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Hyperspectral and Multispectral Image Fusion via Nonlocal Low-Rank Tensor Decomposition and Spectral Unmixing

IEEE transactions on geoscience and remote sensing, 2020-11, Vol.58 (11), p.7654-7671

2020

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Dictionary Learning With Low-Rank Coding Coefficients for Tensor Completion

IEEE transaction on neural networks and learning systems, 2023-02, Vol.34 (2), p.932-946

2023

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Weighted Low-Rank Tensor Recovery for Hyperspectral Image Restoration

IEEE transactions on cybernetics, 2020-11, Vol.50 (11), p.4558-4572

2020

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Destriping of Multispectral Remote Sensing Image Using Low-Rank Tensor Decomposition

IEEE journal of selected topics in applied earth observations and remote sensing, 2018-12, Vol.11 (12), p.4950-4967

2018

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Hyperspectral and Multispectral Image Fusion Using Factor Smoothed Tensor Ring Decomposition

IEEE transactions on geoscience and remote sensing, 2022, Vol.60, p.1-17

2022

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Hyperspectral Super-Resolution via Interpretable Block-Term Tensor Modeling

IEEE journal of selected topics in signal processing, 2021-04, Vol.15 (3), p.641-656

2021

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Hyperspectral Image Restoration by Tensor Fibered Rank Constrained Optimization and Plug-and-Play Regularization

IEEE transactions on geoscience and remote sensing, 2022, Vol.60, p.1-17

2022

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GraphGST: Graph Generative Structure-Aware Transformer for Hyperspectral Image Classification

IEEE transactions on geoscience and remote sensing, 2024-01, Vol.62, p.1-1

2024

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Robust Thick Cloud Removal for Multitemporal Remote Sensing Images Using Coupled Tensor Factorization

IEEE transactions on geoscience and remote sensing, 2022, Vol.60, p.1-16

2022

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Hyperspectral Denoising Using Unsupervised Disentangled Spatiospectral Deep Priors

IEEE transactions on geoscience and remote sensing, 2022, Vol.60, p.1-16

2022

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Self-Supervised Nonlinear Transform-Based Tensor Nuclear Norm for Multi-Dimensional Image Recovery

IEEE transactions on image processing, 2022-01, Vol.31, p.3793-3808

2022

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A Unified Framework of Cloud Detection and Removal Based on Low-Rank and Group Sparse Regularizations for Multitemporal Multispectral Images

IEEE transactions on geoscience and remote sensing, 2022, Vol.60, p.1-15

2022

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Fast and Structured Block-Term Tensor Decomposition for Hyperspectral Unmixing

IEEE journal of selected topics in applied earth observations and remote sensing, 2023, Vol.16, p.1691-1709

2023

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Hyperspectral Image Restoration Via Total Variation Regularized Low-Rank Tensor Decomposition

Nonlocal Tensor-Ring Decomposition for Hyperspectral Image Denoising

FastDeRain: A Novel Video Rain Streak Removal Method Using Directional Gradient Priors

Non-Local Robust Quaternion Matrix Completion for Large-Scale Color Image and Video Inpainting

Joint-Sparse-Blocks and Low-Rank Representation for Hyperspectral Unmixing

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

Hyperspectral Image Denoising Using Factor Group Sparsity-Regularized Nonconvex Low-Rank Approximation

Hyperspectral Image Compressive Sensing Reconstruction Using Subspace-Based Nonlocal Tensor Ring Decomposition

Framelet Representation of Tensor Nuclear Norm for Third-Order Tensor Completion

Hyperspectral Compressive Snapshot Reconstruction via Coupled Low-Rank Subspace Representation and Self-Supervised Deep Network

Toward Universal Stripe Removal via Wavelet-Based Deep Convolutional Neural Network

Mixed Noise Removal in Hyperspectral Image via Low-Fibered-Rank Regularization

Hyperspectral and Multispectral Image Fusion via Nonlocal Low-Rank Tensor Decomposition and Spectral Unmixing

Dictionary Learning With Low-Rank Coding Coefficients for Tensor Completion

Weighted Low-Rank Tensor Recovery for Hyperspectral Image Restoration

Destriping of Multispectral Remote Sensing Image Using Low-Rank Tensor Decomposition

Hyperspectral and Multispectral Image Fusion Using Factor Smoothed Tensor Ring Decomposition

Hyperspectral Super-Resolution via Interpretable Block-Term Tensor Modeling

Hyperspectral Image Restoration by Tensor Fibered Rank Constrained Optimization and Plug-and-Play Regularization

GraphGST: Graph Generative Structure-Aware Transformer for Hyperspectral Image Classification

Robust Thick Cloud Removal for Multitemporal Remote Sensing Images Using Coupled Tensor Factorization

Hyperspectral Denoising Using Unsupervised Disentangled Spatiospectral Deep Priors

Self-Supervised Nonlinear Transform-Based Tensor Nuclear Norm for Multi-Dimensional Image Recovery

A Unified Framework of Cloud Detection and Removal Based on Low-Rank and Group Sparse Regularizations for Multitemporal Multispectral Images

Fast and Structured Block-Term Tensor Decomposition for Hyperspectral Unmixing

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