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Multilayer Sparsity-Based Tensor Decomposition for Low-Rank Tensor Completion

IEEE transaction on neural networks and learning systems, 2022-11, Vol.33 (11), p.6916-6930

2022

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Learning and Transferring Deep Joint Spectral-Spatial Features for Hyperspectral Classification

IEEE transactions on geoscience and remote sensing, 2017-08, Vol.55 (8), p.4729-4742

2017

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Nonlocal Low-Rank Regularized Tensor Decomposition for Hyperspectral Image Denoising

IEEE transactions on geoscience and remote sensing, 2019-07, Vol.57 (7), p.5174-5189

2019

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Spatial-Spectral Structured Sparse Low-Rank Representation for Hyperspectral Image Super-Resolution

IEEE transactions on image processing, 2021, Vol.30, p.3084-3097

2021

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Variational Regularization Network With Attentive Deep Prior for Hyperspectral-Multispectral Image Fusion

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

2022

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Content-Guided Convolutional Neural Network for Hyperspectral Image Classification

IEEE transactions on geoscience and remote sensing, 2020-09, Vol.58 (9), p.6124-6137

2020

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Thick Cloud Removal With Optical and SAR Imagery via Convolutional-Mapping-Deconvolutional Network

IEEE transactions on geoscience and remote sensing, 2020-04, Vol.58 (4), p.2865-2879

2020

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Hyperspectral Images Classification Based on Dense Convolutional Networks with Spectral-Wise Attention Mechanism

Remote sensing (Basel, Switzerland), 2019-01, Vol.11 (2), p.159

2019

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When Laplacian Scale Mixture Meets Three-Layer Transform: A Parametric Tensor Sparsity for Tensor Completion

IEEE transactions on cybernetics, 2022-12, Vol.52 (12), p.13887-13901

2022

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Enhanced Sparsity Prior Model for Low-Rank Tensor Completion

IEEE transaction on neural networks and learning systems, 2020-11, Vol.31 (11), p.4567-4581

2020

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An Iterative Image Dehazing Method With Polarization

IEEE transactions on multimedia, 2019-05, Vol.21 (5), p.1093-1107

2019

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Hyperspectral and Multispectral Image Fusion via Graph Laplacian-Guided Coupled Tensor Decomposition

IEEE transactions on geoscience and remote sensing, 2021-01, Vol.59 (1), p.648-662

2021

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Hyperspectral and Multispectral Image Fusion via Deep Two-Branches Convolutional Neural Network

Remote sensing (Basel, Switzerland), 2018-05, Vol.10 (5), p.800

2018

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Laplacian Pyramid Fusion Network with Hierarchical Guidance for Infrared and Visible Image Fusion

IEEE transactions on circuits and systems for video technology, 2023-09, Vol.33 (9), p.1-1

2023

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Hyperspectral Image Super-Resolution Based on Spatial and Spectral Correlation Fusion

IEEE transactions on geoscience and remote sensing, 2018-07, Vol.56 (7), p.4165-4177

2018

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Robust Background Feature Extraction Through Homogeneous Region-Based Joint Sparse Representation for Hyperspectral Anomaly Detection

IEEE transactions on geoscience and remote sensing, 2021-10, Vol.59 (10), p.8723-8737

2021

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Potential of Resolution-Enhanced Hyperspectral Data for Mineral Mapping Using Simulated EnMAP and Sentinel-2 Images

Remote sensing (Basel, Switzerland), 2016, Vol.8 (3), p.172-172

2016

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Evaluation of Random Forest and Adaboost tree-based ensemble classification and spectral band selection for ecotope mapping using airborne hyperspectral imagery

Remote sensing of environment, 2008-06, Vol.112 (6), p.2999-3011

2008

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Spectral Super-Resolution for Multispectral Image Based on Spectral Improvement Strategy and Spatial Preservation Strategy

IEEE transactions on geoscience and remote sensing, 2019-11, Vol.57 (11), p.9010-9024

2019

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Transferable Multiple Subspace Learning for Hyperspectral Image Super-Resolution

IEEE geoscience and remote sensing letters, 2024, Vol.21, p.1-5

2024

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Hyper-Laplacian regularized nonlocal low-rank matrix recovery for hyperspectral image compressive sensing reconstruction

Information sciences, 2019-10, Vol.501, p.406-420

2019

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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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Nonlocal Tensor Sparse Representation and Low-Rank Regularization for Hyperspectral Image Compressive Sensing Reconstruction

Remote sensing (Basel, Switzerland), 2019-01, Vol.11 (2), p.193

2019

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No-Reference Hyperspectral Image Quality Assessment via Quality-Sensitive Features Learning

Remote sensing (Basel, Switzerland), 2017-04, Vol.9 (4), p.305

2017

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Coupled Sparse Denoising and Unmixing With Low-Rank Constraint for Hyperspectral Image

IEEE transactions on geoscience and remote sensing, 2016-03, Vol.54 (3), p.1818-1833

2016

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Multilayer Sparsity-Based Tensor Decomposition for Low-Rank Tensor Completion

Learning and Transferring Deep Joint Spectral-Spatial Features for Hyperspectral Classification

Nonlocal Low-Rank Regularized Tensor Decomposition for Hyperspectral Image Denoising

Spatial-Spectral Structured Sparse Low-Rank Representation for Hyperspectral Image Super-Resolution

Variational Regularization Network With Attentive Deep Prior for Hyperspectral-Multispectral Image Fusion

Content-Guided Convolutional Neural Network for Hyperspectral Image Classification

Thick Cloud Removal With Optical and SAR Imagery via Convolutional-Mapping-Deconvolutional Network

Hyperspectral Images Classification Based on Dense Convolutional Networks with Spectral-Wise Attention Mechanism

When Laplacian Scale Mixture Meets Three-Layer Transform: A Parametric Tensor Sparsity for Tensor Completion

Enhanced Sparsity Prior Model for Low-Rank Tensor Completion

An Iterative Image Dehazing Method With Polarization

Hyperspectral and Multispectral Image Fusion via Graph Laplacian-Guided Coupled Tensor Decomposition

Hyperspectral and Multispectral Image Fusion via Deep Two-Branches Convolutional Neural Network

Laplacian Pyramid Fusion Network with Hierarchical Guidance for Infrared and Visible Image Fusion

Hyperspectral Image Super-Resolution Based on Spatial and Spectral Correlation Fusion

Robust Background Feature Extraction Through Homogeneous Region-Based Joint Sparse Representation for Hyperspectral Anomaly Detection

Potential of Resolution-Enhanced Hyperspectral Data for Mineral Mapping Using Simulated EnMAP and Sentinel-2 Images

Evaluation of Random Forest and Adaboost tree-based ensemble classification and spectral band selection for ecotope mapping using airborne hyperspectral imagery

Spectral Super-Resolution for Multispectral Image Based on Spectral Improvement Strategy and Spatial Preservation Strategy

Transferable Multiple Subspace Learning for Hyperspectral Image Super-Resolution

Hyper-Laplacian regularized nonlocal low-rank matrix recovery for hyperspectral image compressive sensing reconstruction

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

Nonlocal Tensor Sparse Representation and Low-Rank Regularization for Hyperspectral Image Compressive Sensing Reconstruction

No-Reference Hyperspectral Image Quality Assessment via Quality-Sensitive Features Learning

Coupled Sparse Denoising and Unmixing With Low-Rank Constraint for Hyperspectral Image

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