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Class specific or shared? A cascaded dictionary learning framework for image classification

Signal processing, 2020-11, Vol.176, p.107697, Article 107697

2020

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Entropy based dictionary learning for image classification

Pattern recognition, 2021-02, Vol.110, p.107634, Article 107634

2021

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Dictionary Learning-Based Sparse Channel Representation and Estimation for FDD Massive MIMO Systems

IEEE transactions on wireless communications, 2018-08, Vol.17 (8), p.5437-5451

2018

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Label Consistent K-SVD: Learning a Discriminative Dictionary for Recognition

IEEE transactions on pattern analysis and machine intelligence, 2013-11, Vol.35 (11), p.2651-2664

2013

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Linearized Kernel Dictionary Learning

IEEE journal of selected topics in signal processing, 2016-06, Vol.10 (4), p.726-739

2016

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Label embedded dictionary learning for image classification

Neurocomputing (Amsterdam), 2020-04, Vol.385, p.122-131

2020

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Artifact Suppressed Dictionary Learning for Low-Dose CT Image Processing

IEEE transactions on medical imaging, 2014-12, Vol.33 (12), p.2271-2292

2014

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Event Oriented Dictionary Learning for Complex Event Detection

IEEE transactions on image processing, 2015-06, Vol.24 (6), p.1867-1878

2015

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Analysis Dictionary Learning Based Classification: Structure for Robustness

IEEE transactions on image processing, 2019-12, Vol.28 (12), p.6035-6046

2019

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Super-Resolution Person Re-Identification With Semi-Coupled Low-Rank Discriminant Dictionary Learning

IEEE transactions on image processing, 2017-03, Vol.26 (3), p.1363-1378

2017

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Radar target HRRP recognition based on reconstructive and discriminative dictionary learning

Signal processing, 2016-09, Vol.126, p.52-64

Zhou, Daiying

2016

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Hierarchical Locality-Aware Deep Dictionary Learning for Classification

IEEE transactions on multimedia, 2024, Vol.26, p.447-461

2024

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Nonparametric Coupled Bayesian Dictionary and Classifier Learning for Hyperspectral Classification

IEEE transaction on neural networks and learning systems, 2018-09, Vol.29 (9), p.4038-4050

2018

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Block Diagonal Representation Learning for Hyperspectral Band Selection

IEEE transactions on geoscience and remote sensing, 2023-01, Vol.61, p.1-1

2023

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Joint projection learning and structured analysis-synthesis dictionary pair learning for pattern classification

Journal of electronic imaging, 2022-01, Vol.31 (1)

2022

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Semi-supervised Robust Dictionary Learning via Efficient l-Norms Minimization

2013 IEEE International Conference on Computer Vision, 2013, p.1145-1152

2013

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WCDL: A Weighted Cloud Dictionary Learning Method for Fusing Cloud-contaminated Optical and SAR Images

IEEE journal of selected topics in applied earth observations and remote sensing, 2023-01, Vol.16, p.1-13

2023

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Task-Driven Dictionary Learning for Hyperspectral Image Classification With Structured Sparsity Constraints

IEEE transactions on geoscience and remote sensing, 2015-08, Vol.53 (8), p.4457-4471

2015

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Adaptive feature-oriented dictionary learning and sparse classification framework for bearing compound fault diagnosis

IEEE transactions on instrumentation and measurement, 2024-01, Vol.73, p.1-1

2024

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Discriminative analysis dictionary learning with adaptively ordinal locality preserving

Neural networks, 2023-08, Vol.165, p.298-309

2023

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Adaptive Classification Using Incremental Linearized Kernel Embedding

IEEE transactions on signal processing, 2022, Vol.70, p.1764-1774

2022

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One-Dimensional Dictionary Learning With Variational Sparse Representation for Single-Channel Seismic Denoising

IEEE transactions on geoscience and remote sensing, 2024, Vol.62, p.1-13

2024

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Low-rank analysis–synthesis dictionary learning with adaptively ordinal locality

Neural networks, 2019-11, Vol.119, p.93-112

2019

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Optimal Couple Projections for Domain Adaptive Sparse Representation-Based Classification

IEEE transactions on image processing, 2017-12, Vol.26 (12), p.5922-5935

2017

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Factorized Tensor Dictionary Learning for Visual Tensor Data Completion

IEEE transactions on multimedia, 2021, Vol.23, p.1225-1238

2021

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Class specific or shared? A cascaded dictionary learning framework for image classification

Entropy based dictionary learning for image classification

Dictionary Learning-Based Sparse Channel Representation and Estimation for FDD Massive MIMO Systems

Label Consistent K-SVD: Learning a Discriminative Dictionary for Recognition

Linearized Kernel Dictionary Learning

Label embedded dictionary learning for image classification

Artifact Suppressed Dictionary Learning for Low-Dose CT Image Processing

Event Oriented Dictionary Learning for Complex Event Detection

Analysis Dictionary Learning Based Classification: Structure for Robustness

Super-Resolution Person Re-Identification With Semi-Coupled Low-Rank Discriminant Dictionary Learning

Radar target HRRP recognition based on reconstructive and discriminative dictionary learning

Hierarchical Locality-Aware Deep Dictionary Learning for Classification

Nonparametric Coupled Bayesian Dictionary and Classifier Learning for Hyperspectral Classification

Block Diagonal Representation Learning for Hyperspectral Band Selection

Joint projection learning and structured analysis-synthesis dictionary pair learning for pattern classification

Semi-supervised Robust Dictionary Learning via Efficient l-Norms Minimization

WCDL: A Weighted Cloud Dictionary Learning Method for Fusing Cloud-contaminated Optical and SAR Images

Task-Driven Dictionary Learning for Hyperspectral Image Classification With Structured Sparsity Constraints

Adaptive feature-oriented dictionary learning and sparse classification framework for bearing compound fault diagnosis

Discriminative analysis dictionary learning with adaptively ordinal locality preserving

Adaptive Classification Using Incremental Linearized Kernel Embedding

One-Dimensional Dictionary Learning With Variational Sparse Representation for Single-Channel Seismic Denoising

Low-rank analysis–synthesis dictionary learning with adaptively ordinal locality

Optimal Couple Projections for Domain Adaptive Sparse Representation-Based Classification

Factorized Tensor Dictionary Learning for Visual Tensor Data Completion

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