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Learning a Low Tensor-Train Rank Representation for Hyperspectral Image Super-Resolution

IEEE transaction on neural networks and learning systems, 2019-09, Vol.30 (9), p.2672-2683

2019

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Fusing Hyperspectral and Multispectral Images via Coupled Sparse Tensor Factorization

IEEE transactions on image processing, 2018-08, Vol.27 (8), p.4118-4130

2018

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Classification of Hyperspectral Images by Exploiting Spectral-Spatial Information of Superpixel via Multiple Kernels

IEEE transactions on geoscience and remote sensing, 2015-12, Vol.53 (12), p.6663-6674

2015

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Remote Sensing Image Fusion via Sparse Representations Over Learned Dictionaries

IEEE transactions on geoscience and remote sensing, 2013-09, Vol.51 (9), p.4779-4789

2013

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Group-Sparse Representation With Dictionary Learning for Medical Image Denoising and Fusion

IEEE transactions on biomedical engineering, 2012-12, Vol.59 (12), p.3450-3459

2012

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Intrinsic Image Decomposition for Feature Extraction of Hyperspectral Images

IEEE transactions on geoscience and remote sensing, 2015-04, Vol.53 (4), p.2241-2253

2015

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A New Spatial-Spectral Feature Extraction Method for Hyperspectral Images Using Local Covariance Matrix Representation

IEEE transactions on geoscience and remote sensing, 2018-06, Vol.56 (6), p.3534-3546

2018

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Hyperspectral Image Super-Resolution via Non-local Sparse Tensor Factorization

2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017, p.3862-3871

2017

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Spectral-Spatial Hyperspectral Image Classification via Multiscale Adaptive Sparse Representation

IEEE transactions on geoscience and remote sensing, 2014-12, Vol.52 (12), p.7738-7749

2014

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Spectral-Spatial Adaptive Sparse Representation for Hyperspectral Image Denoising

IEEE transactions on geoscience and remote sensing, 2016-01, Vol.54 (1), p.373-385

2016

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Nonlocal Sparse Tensor Factorization for Semiblind Hyperspectral and Multispectral Image Fusion

IEEE transactions on cybernetics, 2020-10, Vol.50 (10), p.4469-4480

2020

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Automatic segmentation of nine retinal layer boundaries in OCT images of non-exudative AMD patients using deep learning and graph search

Biomedical optics express, 2017-05, Vol.8 (5), p.2732-2744

2017

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Hyperspectral Image Classification via Multiple-Feature-Based Adaptive Sparse Representation

IEEE transactions on instrumentation and measurement, 2017-07, Vol.66 (7), p.1646-1657

2017

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Weighted Tensor Rank-1 Decomposition for Nonlocal Image Denoising

IEEE transactions on image processing, 2019-06, Vol.28 (6), p.2719-2730

2019

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Efficient Layer Compression Without Pruning

IEEE transactions on image processing, 2023-01, Vol.32, p.4689-4700

2023

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Tensor Completion via Nonlocal Low-Rank Regularization

IEEE transactions on cybernetics, 2019-06, Vol.49 (6), p.2344-2354

2019

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From Subpixel to Superpixel: A Novel Fusion Framework for Hyperspectral Image Classification

IEEE transactions on geoscience and remote sensing, 2017-08, Vol.55 (8), p.4398-4411

2017

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Extended Random Walker-Based Classification of Hyperspectral Images

IEEE transactions on geoscience and remote sensing, 2015-01, Vol.53 (1), p.144-153

2015

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Adaptive Spectral-Spatial Compression of Hyperspectral Image With Sparse Representation

IEEE transactions on geoscience and remote sensing, 2017-02, Vol.55 (2), p.671-682

2017

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Set-to-Set Distance-Based Spectral-Spatial Classification of Hyperspectral Images

IEEE transactions on geoscience and remote sensing, 2016-12, Vol.54 (12), p.7122-7134

2016

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Probabilistic Fusion of Pixel-Level and Superpixel-Level Hyperspectral Image Classification

IEEE transactions on geoscience and remote sensing, 2016-12, Vol.54 (12), p.7416-7430

2016

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Meta-Pixel-Driven Embeddable Discriminative Target and Background Dictionary Pair Learning for Hyperspectral Target Detection

Remote sensing (Basel, Switzerland), 2022-01, Vol.14 (3), p.481

2022

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Face Recognition by Exploiting Local Gabor Features With Multitask Adaptive Sparse Representation

IEEE transactions on instrumentation and measurement, 2015-10, Vol.64 (10), p.2605-2615

2015

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New Frontiers in Spectral-Spatial Hyperspectral Image Classification: The Latest Advances Based on Mathematical Morphology, Markov Random Fields, Segmentation, Sparse Representation, and Deep Learning

IEEE geoscience and remote sensing magazine, 2018-09, Vol.6 (3), p.10-43

2018

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Multigranularity Self-Attention Network for Fine-Grained Ship Detection in Remote Sensing Images

IEEE journal of selected topics in applied earth observations and remote sensing, 2022, Vol.15, p.9722-9732

2022

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Learning a Low Tensor-Train Rank Representation for Hyperspectral Image Super-Resolution

Fusing Hyperspectral and Multispectral Images via Coupled Sparse Tensor Factorization

Classification of Hyperspectral Images by Exploiting Spectral-Spatial Information of Superpixel via Multiple Kernels

Remote Sensing Image Fusion via Sparse Representations Over Learned Dictionaries

Group-Sparse Representation With Dictionary Learning for Medical Image Denoising and Fusion

Intrinsic Image Decomposition for Feature Extraction of Hyperspectral Images

A New Spatial-Spectral Feature Extraction Method for Hyperspectral Images Using Local Covariance Matrix Representation

Hyperspectral Image Super-Resolution via Non-local Sparse Tensor Factorization

Spectral-Spatial Hyperspectral Image Classification via Multiscale Adaptive Sparse Representation

Spectral-Spatial Adaptive Sparse Representation for Hyperspectral Image Denoising

Nonlocal Sparse Tensor Factorization for Semiblind Hyperspectral and Multispectral Image Fusion

Automatic segmentation of nine retinal layer boundaries in OCT images of non-exudative AMD patients using deep learning and graph search

Hyperspectral Image Classification via Multiple-Feature-Based Adaptive Sparse Representation

Weighted Tensor Rank-1 Decomposition for Nonlocal Image Denoising

Efficient Layer Compression Without Pruning

Tensor Completion via Nonlocal Low-Rank Regularization

From Subpixel to Superpixel: A Novel Fusion Framework for Hyperspectral Image Classification

Extended Random Walker-Based Classification of Hyperspectral Images

Adaptive Spectral-Spatial Compression of Hyperspectral Image With Sparse Representation

Set-to-Set Distance-Based Spectral-Spatial Classification of Hyperspectral Images

Probabilistic Fusion of Pixel-Level and Superpixel-Level Hyperspectral Image Classification

Meta-Pixel-Driven Embeddable Discriminative Target and Background Dictionary Pair Learning for Hyperspectral Target Detection

Face Recognition by Exploiting Local Gabor Features With Multitask Adaptive Sparse Representation

New Frontiers in Spectral-Spatial Hyperspectral Image Classification: The Latest Advances Based on Mathematical Morphology, Markov Random Fields, Segmentation, Sparse Representation, and Deep Learning

Multigranularity Self-Attention Network for Fine-Grained Ship Detection in Remote Sensing Images

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