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Multi-spectral low-rank structured dictionary learning for face recognition

Pattern recognition, 2016-11, Vol.59, p.14-25

2016

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Structured collaborative sparse dictionary learning for monitoring of multimode processes

Information sciences, 2024-05, Vol.666, p.120444, Article 120444

2024

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Locality-Adaptive Structured Dictionary Learning for Cross-Domain Recognition

IEEE transactions on circuits and systems for video technology, 2022-04, Vol.32 (4), p.2425-2440

2022

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Auto-encoder based structured dictionary learning for visual classification

Neurocomputing (Amsterdam), 2021-05, Vol.438, p.34-43

2021

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Automatic scoring of apnea and hypopnea events using blood oxygen saturation signals

Biomedical signal processing and control, 2020-09, Vol.62, p.102062, Article 102062

2020

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Row-Column Overcomplete Structured Dictionary Learning for Enhanced Fault Detection and Isolation

IEEE transactions on industrial informatics, 2023-05, Vol.19 (5), p.7032-7043

2023

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Discriminative Dictionary Pair Learning With Scale-Constrained Structured Representation for Image Classification

IEEE transaction on neural networks and learning systems, 2023-12, Vol.34 (12), p.10225-10239

2023

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A multi-class structured dictionary learning method using discriminant atom selection

Pattern analysis and applications : PAA, 2021-05, Vol.24 (2), p.685-700

2021

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Coupled Feature Learning Via Structured Convolutional Sparse Coding for Multimodal Image Fusion

ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2022, p.2500-2504

2022

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Jointly Learning Structured Analysis Discriminative Dictionary and Analysis Multiclass Classifier

IEEE transaction on neural networks and learning systems, 2018-08, Vol.29 (8), p.3798-3814

2018

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Semi-supervised uncorrelated dictionary learning for colour face recognition

IET computer vision, 2020-04, Vol.14 (3), p.92-100

2020

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Unsupervised High-Level Feature Extraction of SAR Imagery With Structured Sparsity Priors and Incremental Dictionary Learning

IEEE geoscience and remote sensing letters, 2016-10, Vol.13 (10), p.1467-1471

2016

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Structured discriminative tensor dictionary learning for unsupervised domain adaptation

Neurocomputing (Amsterdam), 2021-06, Vol.442, p.281-295

2021

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BP-VB-EP Based Static and Dynamic Sparse Bayesian Learning with Kronecker Structured Dictionaries

ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2020, p.9095-9099

2020

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Learning Ancestral Atom via Sparse Coding

IEEE journal of selected topics in signal processing, 2013-08, Vol.7 (4), p.586-594

2013

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Sample complexity bounds for dictionary learning of tensor data

2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2017, p.4501-4505

2017

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Incremental structured dictionary learning for video sensor-based object tracking

Sensors (Basel, Switzerland), 2014-02, Vol.14 (2), p.3130-3155

2014

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Efficient parameter optimization for example-based design of nonseparable oversampled lapped transform

2016 IEEE International Conference on Image Processing (ICIP), 2016, p.3618-3622

2016

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Collaborative Filtering via Group-Structured Dictionary Learning

Latent Variable Analysis and Signal Separation, 2012, p.247-254

2012

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Structured Latent Label Consistent Dictionary Learning for Salient Machine Faults Representation-Based Robust Classification

IEEE transactions on industrial informatics, 2017-04, Vol.13 (2), p.644-656

2017

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Tensor-Based Sparse Representation Classification for Urban Airborne LiDAR Points

Remote sensing (Basel, Switzerland), 2017-12, Vol.9 (12), p.1216

2017

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Structured Dictionary Learning for Fault Detection and Isolation

2021 CAA Symposium on Fault Detection, Supervision, and Safety for Technical Processes (SAFEPROCESS), 2021, p.1-6

2021

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Auto-Encoder based Structured Dictinoary Learning

2020 IEEE 22nd International Workshop on Multimedia Signal Processing (MMSP), 2020, p.1-6

2020

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Image Classification via Hierarchical Dictionary Learning

2019 Chinese Control And Decision Conference (CCDC), 2019, p.4630-4634

2019

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Cross-project and within-project semi-supervised software defect prediction problems study using a unified solution

2017 IEEE/ACM 39th International Conference on Software Engineering Companion (ICSE-C), 2017, p.195-197

2017

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Multi-spectral low-rank structured dictionary learning for face recognition

Structured collaborative sparse dictionary learning for monitoring of multimode processes

Locality-Adaptive Structured Dictionary Learning for Cross-Domain Recognition

Auto-encoder based structured dictionary learning for visual classification

Automatic scoring of apnea and hypopnea events using blood oxygen saturation signals

Row-Column Overcomplete Structured Dictionary Learning for Enhanced Fault Detection and Isolation

Discriminative Dictionary Pair Learning With Scale-Constrained Structured Representation for Image Classification

A multi-class structured dictionary learning method using discriminant atom selection

Coupled Feature Learning Via Structured Convolutional Sparse Coding for Multimodal Image Fusion

Jointly Learning Structured Analysis Discriminative Dictionary and Analysis Multiclass Classifier

Semi-supervised uncorrelated dictionary learning for colour face recognition

Unsupervised High-Level Feature Extraction of SAR Imagery With Structured Sparsity Priors and Incremental Dictionary Learning

Structured discriminative tensor dictionary learning for unsupervised domain adaptation

BP-VB-EP Based Static and Dynamic Sparse Bayesian Learning with Kronecker Structured Dictionaries

Learning Ancestral Atom via Sparse Coding

Sample complexity bounds for dictionary learning of tensor data

Incremental structured dictionary learning for video sensor-based object tracking

Efficient parameter optimization for example-based design of nonseparable oversampled lapped transform

Collaborative Filtering via Group-Structured Dictionary Learning

Structured Latent Label Consistent Dictionary Learning for Salient Machine Faults Representation-Based Robust Classification

Tensor-Based Sparse Representation Classification for Urban Airborne LiDAR Points

Structured Dictionary Learning for Fault Detection and Isolation

Auto-Encoder based Structured Dictinoary Learning

Image Classification via Hierarchical Dictionary Learning

Cross-project and within-project semi-supervised software defect prediction problems study using a unified solution

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