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An Augmented Linear Mixing Model to Address Spectral Variability for Hyperspectral Unmixing

IEEE transactions on image processing, 2019-04, Vol.28 (4), p.1923-1938

2019

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IMG2DSM: Height Simulation From Single Imagery Using Conditional Generative Adversarial Net

IEEE geoscience and remote sensing letters, 2018-05, Vol.15 (5), p.794-798

2018

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CoSpace: Common Subspace Learning From Hyperspectral-Multispectral Correspondences

IEEE transactions on geoscience and remote sensing, 2019-07, Vol.57 (7), p.4349-4359

2019

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Remote Sensing Image Reconstruction Using Tensor Ring Completion and Total Variation

IEEE transactions on geoscience and remote sensing, 2019-11, Vol.57 (11), p.8998-9009

2019

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Coupled Nonnegative Matrix Factorization Unmixing for Hyperspectral and Multispectral Data Fusion

IEEE transactions on geoscience and remote sensing, 2012-02, Vol.50 (2), p.528-537

2012

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Hyperspectral and Multispectral Data Fusion: A comparative review of the recent literature

IEEE geoscience and remote sensing magazine, 2017-06, Vol.5 (2), p.29-56

2017

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Unsupervised Multimodal Change Detection Based on Structural Relationship Graph Representation Learning

IEEE transactions on geoscience and remote sensing, 2022-01, Vol.60, p.1-1

2022

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Fast Hyperspectral Image Recovery of Dual-Camera Compressive Hyperspectral Imaging via Non-iterative Subspace-based Fusion

IEEE transactions on image processing, 2021-01, Vol.30, p.1-1

2021

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Texture-Guided Multisensor Superresolution for Remotely Sensed Images

Remote sensing (Basel, Switzerland), 2017-04, Vol.9 (4), p.316

Yokoya, Naoto

2017

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Learning to propagate labels on graphs: An iterative multitask regression framework for semi-supervised hyperspectral dimensionality reduction

ISPRS journal of photogrammetry and remote sensing, 2019-12, Vol.158, p.35-49

2019

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Synthesizing Optical and SAR Imagery From Land Cover Maps and Auxiliary Raster Data

IEEE transactions on geoscience and remote sensing, 2022, Vol.60, p.1-12

2022

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Fourier domain structural relationship analysis for unsupervised multimodal change detection

ISPRS journal of photogrammetry and remote sensing, 2023-04, Vol.198, p.99-114

2023

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Multi-Temporal Sentinel-1 and -2 Data Fusion for Optical Image Simulation

ISPRS international journal of geo-information, 2018-10, Vol.7 (10), p.389

2018

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

IEEE transactions on cybernetics, 2020-08, Vol.50 (8), p.3556-3570

2020

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Masked Auto-Encoding Spectral-Spatial Transformer for Hyperspectral Image Classification

IEEE transactions on geoscience and remote sensing, 2022, Vol.60, p.1-14

2022

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Learning a Robust Local Manifold Representation for Hyperspectral Dimensionality Reduction

IEEE journal of selected topics in applied earth observations and remote sensing, 2017-06, Vol.10 (6), p.2960-2975

2017

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Object Detection Based on Sparse Representation and Hough Voting for Optical Remote Sensing Imagery

IEEE journal of selected topics in applied earth observations and remote sensing, 2015-05, Vol.8 (5), p.2053-2062

2015

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DML: Differ-Modality Learning for Building Semantic Segmentation

IEEE transactions on geoscience and remote sensing, 2022, Vol.60, p.1-14

2022

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Advances in Hyperspectral Image and Signal Processing: A Comprehensive Overview of the State of the Art

IEEE geoscience and remote sensing magazine, 2017-12, Vol.5 (4), p.37-78

2017

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Remote Sensing Approaches for Monitoring Mangrove Species, Structure, and Biomass: Opportunities and Challenges

Remote sensing (Basel, Switzerland), 2019-02, Vol.11 (3), p.230

2019

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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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Illumination Invariant Hyperspectral Image Unmixing Based on a Digital Surface Model

IEEE transactions on image processing, 2020-01, Vol.29, p.3652-3664

2020

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Robust Nonlocal Low-Rank SAR Time Series Despeckling Considering Speckle Correlation by Total Variation Regularization

IEEE transactions on geoscience and remote sensing, 2020-11, Vol.58 (11), p.7942-7954

2020

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Graph-Induced Aligned Learning on Subspaces for Hyperspectral and Multispectral Data

IEEE transactions on geoscience and remote sensing, 2021-05, Vol.59 (5), p.4407-4418

2021

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Nonlinear Unmixing of Hyperspectral Data Using Semi-Nonnegative Matrix Factorization

IEEE transactions on geoscience and remote sensing, 2014-02, Vol.52 (2), p.1430-1437

2014

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An Augmented Linear Mixing Model to Address Spectral Variability for Hyperspectral Unmixing

IMG2DSM: Height Simulation From Single Imagery Using Conditional Generative Adversarial Net

CoSpace: Common Subspace Learning From Hyperspectral-Multispectral Correspondences

Remote Sensing Image Reconstruction Using Tensor Ring Completion and Total Variation

Coupled Nonnegative Matrix Factorization Unmixing for Hyperspectral and Multispectral Data Fusion

Hyperspectral and Multispectral Data Fusion: A comparative review of the recent literature

Unsupervised Multimodal Change Detection Based on Structural Relationship Graph Representation Learning

Fast Hyperspectral Image Recovery of Dual-Camera Compressive Hyperspectral Imaging via Non-iterative Subspace-based Fusion

Texture-Guided Multisensor Superresolution for Remotely Sensed Images

Learning to propagate labels on graphs: An iterative multitask regression framework for semi-supervised hyperspectral dimensionality reduction

Synthesizing Optical and SAR Imagery From Land Cover Maps and Auxiliary Raster Data

Fourier domain structural relationship analysis for unsupervised multimodal change detection

Multi-Temporal Sentinel-1 and -2 Data Fusion for Optical Image Simulation

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

Masked Auto-Encoding Spectral-Spatial Transformer for Hyperspectral Image Classification

Learning a Robust Local Manifold Representation for Hyperspectral Dimensionality Reduction

Object Detection Based on Sparse Representation and Hough Voting for Optical Remote Sensing Imagery

DML: Differ-Modality Learning for Building Semantic Segmentation

Advances in Hyperspectral Image and Signal Processing: A Comprehensive Overview of the State of the Art

Remote Sensing Approaches for Monitoring Mangrove Species, Structure, and Biomass: Opportunities and Challenges

Nonlocal Tensor-Ring Decomposition for Hyperspectral Image Denoising

Illumination Invariant Hyperspectral Image Unmixing Based on a Digital Surface Model

Robust Nonlocal Low-Rank SAR Time Series Despeckling Considering Speckle Correlation by Total Variation Regularization

Graph-Induced Aligned Learning on Subspaces for Hyperspectral and Multispectral Data

Nonlinear Unmixing of Hyperspectral Data Using Semi-Nonnegative Matrix Factorization

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