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Robust tensor completion using transformed tensor singular value decomposition

Numerical linear algebra with applications, 2020-05, Vol.27 (3), p.n/a

2020

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MR-NTD: Manifold Regularization Nonnegative Tucker Decomposition for Tensor Data Dimension Reduction and Representation

IEEE transaction on neural networks and learning systems, 2017-08, Vol.28 (8), p.1787-1800

2017

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Fast Nonconvex Nonsmooth Minimization Methods for Image Restoration and Reconstruction

IEEE transactions on image processing, 2010-12, Vol.19 (12), p.3073-3088

2010

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Transductive Multilabel Learning via Label Set Propagation

IEEE transactions on knowledge and data engineering, 2013-03, Vol.25 (3), p.704-719

2013

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Preconditioning Techniques for Diagonal-times-Toeplitz Matrices in Fractional Diffusion Equations

SIAM journal on scientific computing, 2014-01, Vol.36 (6), p.A2698-A2719

2014

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Solving Constrained Total-variation Image Restoration and Reconstruction Problems via Alternating Direction Methods

SIAM journal on scientific computing, 2010-01, Vol.32 (5), p.2710-2736

2010

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Hyperspectral Image Mixed Noise Removal Using Subspace Representation and Deep CNN Image Prior

Remote sensing (Basel, Switzerland), 2021-10, Vol.13 (20), p.4098

2021

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Sparse Canonical Correlation Analysis: New Formulation and Algorithm

IEEE transactions on pattern analysis and machine intelligence, 2013-12, Vol.35 (12), p.3050-3065

2013

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Control of Boolean networks: Hardness results and algorithms for tree structured networks

Journal of theoretical biology, 2007-02, Vol.244 (4), p.670-679

2007

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Reducing Artifacts in JPEG Decompression Via a Learned Dictionary

IEEE transactions on signal processing, 2014-02, Vol.62 (3), p.718-728

2014

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Generalized Singular Value Decompositions for Tensors and Their Applications

Numerical Mathematics: Theory, Methods and Applications, 2021-08, Vol.14 (3), p.692-713

2021

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FastHyMix: Fast and Parameter-Free Hyperspectral Image Mixed Noise Removal

IEEE transaction on neural networks and learning systems, 2023-08, Vol.34 (8), p.4702-4716

2023

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Multi-Label Classification by Semi-Supervised Singular Value Decomposition

IEEE transactions on image processing, 2017-10, Vol.26 (10), p.4612-4625

2017

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Low Rank Tensor Completion With Poisson Observations

IEEE transactions on pattern analysis and machine intelligence, 2022-08, Vol.44 (8), p.4239-4251

2022

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A New Convex Optimization Model for Multiplicative Noise and Blur Removal

SIAM journal on imaging sciences, 2014-01, Vol.7 (1), p.456-475

2014

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Uniform RIP Bounds for Recovery of Signals with Partial Support Information by Weighted $ℓ_p$-Minimization

CSIAM Transactions on Applied Mathematics, 2024-01, Vol.5 (1), p.18-57

2024

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ForesTexter: An efficient random forest algorithm for imbalanced text categorization

Knowledge-based systems, 2014-09, Vol.67, p.105-116

2014

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A New Total Variation Method for Multiplicative Noise Removal

SIAM journal on imaging sciences, 2009-01, Vol.2 (1), p.20-40

2009

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Graph Spectral Image Processing

Proceedings of the IEEE, 2018-05, Vol.106 (5), p.907-930

2018

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LiDAR-Based Windshear Detection via Statistical Features

Advances in meteorology, 2022-12, Vol.2022, p.1-14

2022

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Deblurring and Sparse Unmixing for Hyperspectral Images

IEEE transactions on geoscience and remote sensing, 2013-07, Vol.51 (7), p.4045-4058

2013

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Cross-Track Illumination Correction for Hyperspectral Pushbroom Sensor Images Using Low-Rank and Sparse Representations

IEEE transactions on geoscience and remote sensing, 2023, Vol.61, p.1-17

2023

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Hyperspectral Nonlinear Unmixing by Using Plug-and-Play Prior for Abundance Maps

Remote sensing (Basel, Switzerland), 2020-12, Vol.12 (24), p.4117

2020

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Patterned Fabric Inspection and Visualization by the Method of Image Decomposition

IEEE transactions on automation science and engineering, 2014-07, Vol.11 (3), p.943-947

2014

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A Saturation-Component Based Fuzzy Mumford-Shah Model for Color Image Segmentation

CSIAM Transactions on Applied Mathematics, 2021-12, Vol.2 (4), p.724-747

2021

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Robust tensor completion using transformed tensor singular value decomposition

MR-NTD: Manifold Regularization Nonnegative Tucker Decomposition for Tensor Data Dimension Reduction and Representation

Fast Nonconvex Nonsmooth Minimization Methods for Image Restoration and Reconstruction

Transductive Multilabel Learning via Label Set Propagation

Preconditioning Techniques for Diagonal-times-Toeplitz Matrices in Fractional Diffusion Equations

Solving Constrained Total-variation Image Restoration and Reconstruction Problems via Alternating Direction Methods

Hyperspectral Image Mixed Noise Removal Using Subspace Representation and Deep CNN Image Prior

Sparse Canonical Correlation Analysis: New Formulation and Algorithm

Control of Boolean networks: Hardness results and algorithms for tree structured networks

Reducing Artifacts in JPEG Decompression Via a Learned Dictionary

Generalized Singular Value Decompositions for Tensors and Their Applications

FastHyMix: Fast and Parameter-Free Hyperspectral Image Mixed Noise Removal

Multi-Label Classification by Semi-Supervised Singular Value Decomposition

Low Rank Tensor Completion With Poisson Observations

A New Convex Optimization Model for Multiplicative Noise and Blur Removal

Uniform RIP Bounds for Recovery of Signals with Partial Support Information by Weighted $ℓ_p$-Minimization

ForesTexter: An efficient random forest algorithm for imbalanced text categorization

A New Total Variation Method for Multiplicative Noise Removal

Graph Spectral Image Processing

LiDAR-Based Windshear Detection via Statistical Features

Deblurring and Sparse Unmixing for Hyperspectral Images

Cross-Track Illumination Correction for Hyperspectral Pushbroom Sensor Images Using Low-Rank and Sparse Representations

Hyperspectral Nonlinear Unmixing by Using Plug-and-Play Prior for Abundance Maps

Patterned Fabric Inspection and Visualization by the Method of Image Decomposition

A Saturation-Component Based Fuzzy Mumford-Shah Model for Color Image Segmentation

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