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Unsupervised domain adaptive re-identification: Theory and practice

Pattern recognition, 2020-06, Vol.102, p.107173, Article 107173

2020

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Deep Learning for Remote Sensing Data: A Technical Tutorial on the State of the Art

IEEE geoscience and remote sensing magazine, 2016-06, Vol.4 (2), p.22-40

2016

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Multiscale Dynamic Graph Convolutional Network for Hyperspectral Image Classification

IEEE transactions on geoscience and remote sensing, 2020-05, Vol.58 (5), p.3162-3177

2020

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Dimensionality Reduction and Classification of Hyperspectral Images Using Ensemble Discriminative Local Metric Learning

IEEE transactions on geoscience and remote sensing, 2017-05, Vol.55 (5), p.2509-2524

2017

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On Combining Multiple Features for Hyperspectral Remote Sensing Image Classification

IEEE transactions on geoscience and remote sensing, 2012-03, Vol.50 (3), p.879-893

2012

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Tensor Discriminative Locality Alignment for Hyperspectral Image Spectral-Spatial Feature Extraction

IEEE transactions on geoscience and remote sensing, 2013-01, Vol.51 (1), p.242-256

2013

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Sparse Transfer Manifold Embedding for Hyperspectral Target Detection

IEEE transactions on geoscience and remote sensing, 2014-02, Vol.52 (2), p.1030-1043

2014

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A Novel Semisupervised Active-Learning Algorithm for Hyperspectral Image Classification

IEEE transactions on geoscience and remote sensing, 2017-06, Vol.55 (6), p.3071-3083

2017

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Stacked Convolutional Denoising Auto-Encoders for Feature Representation

IEEE transactions on cybernetics, 2017-04, Vol.47 (4), p.1017-1027

2017

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PLTD: Patch-Based Low-Rank Tensor Decomposition for Hyperspectral Images

IEEE transactions on multimedia, 2017-01, Vol.19 (1), p.67-79

2017

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Hyperspectral Remote Sensing Image Subpixel Target Detection Based on Supervised Metric Learning

IEEE transactions on geoscience and remote sensing, 2014-08, Vol.52 (8), p.4955-4965

2014

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Simultaneous Spectral-Spatial Feature Selection and Extraction for Hyperspectral Images

IEEE transactions on cybernetics, 2018-01, Vol.48 (1), p.16-28

2018

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A Sparse and Low-Rank Near-Isometric Linear Embedding Method for Feature Extraction in Hyperspectral Imagery Classification

IEEE transactions on geoscience and remote sensing, 2017-07, Vol.55 (7), p.4032-4046

2017

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Hyperspectral Anomaly Detection Based on Machine Learning: An Overview

IEEE journal of selected topics in applied earth observations and remote sensing, 2022, Vol.15, p.3351-3364

2022

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Robust and Discriminative Labeling for Multi-Label Active Learning Based on Maximum Correntropy Criterion

IEEE transactions on image processing, 2017-04, Vol.26 (4), p.1694-1707

2017

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Support Tensor Machines for Classification of Hyperspectral Remote Sensing Imagery

IEEE transactions on geoscience and remote sensing, 2016-06, Vol.54 (6), p.3248-3264

2016

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Joint Collaborative Representation With Multitask Learning for Hyperspectral Image Classification

IEEE transactions on geoscience and remote sensing, 2014-09, Vol.52 (9), p.5923-5936

2014

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Compression of hyperspectral remote sensing images by tensor approach

Neurocomputing (Amsterdam), 2015, Vol.147, p.358-363

2015

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Exploring Representativeness and Informativeness for Active Learning

IEEE transactions on cybernetics, 2017-01, Vol.47 (1), p.14-26

2017

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A spectral-spatial based local summation anomaly detection method for hyperspectral images

Signal processing, 2016-07, Vol.124, p.115-131

2016

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Hyperspectral image noise reduction based on rank-1 tensor decomposition

ISPRS journal of photogrammetry and remote sensing, 2013-09, Vol.83, p.50-63

2013

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Progressive Reconstruction of Visual Structure for Image Inpainting

2019 IEEE/CVF International Conference on Computer Vision (ICCV), 2019, p.5961-5970

2019

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GPU Parallel Implementation of Isometric Mapping for Hyperspectral Classification

IEEE geoscience and remote sensing letters, 2017-09, Vol.14 (9), p.1532-1536

2017

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A Dissimilarity-Weighted Sparse Self-Representation Method for Band Selection in Hyperspectral Imagery Classification

IEEE journal of selected topics in applied earth observations and remote sensing, 2016-09, Vol.9 (9), p.4374-4388

2016

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Artificial Intelligence for Remote Sensing Data Analysis: A review of challenges and opportunities

IEEE geoscience and remote sensing magazine, 2022-06, Vol.10 (2), p.270-294

2022

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Unsupervised domain adaptive re-identification: Theory and practice

Deep Learning for Remote Sensing Data: A Technical Tutorial on the State of the Art

Multiscale Dynamic Graph Convolutional Network for Hyperspectral Image Classification

Dimensionality Reduction and Classification of Hyperspectral Images Using Ensemble Discriminative Local Metric Learning

On Combining Multiple Features for Hyperspectral Remote Sensing Image Classification

Tensor Discriminative Locality Alignment for Hyperspectral Image Spectral-Spatial Feature Extraction

Sparse Transfer Manifold Embedding for Hyperspectral Target Detection

A Novel Semisupervised Active-Learning Algorithm for Hyperspectral Image Classification

Stacked Convolutional Denoising Auto-Encoders for Feature Representation

PLTD: Patch-Based Low-Rank Tensor Decomposition for Hyperspectral Images

Hyperspectral Remote Sensing Image Subpixel Target Detection Based on Supervised Metric Learning

Simultaneous Spectral-Spatial Feature Selection and Extraction for Hyperspectral Images

A Sparse and Low-Rank Near-Isometric Linear Embedding Method for Feature Extraction in Hyperspectral Imagery Classification

Hyperspectral Anomaly Detection Based on Machine Learning: An Overview

Robust and Discriminative Labeling for Multi-Label Active Learning Based on Maximum Correntropy Criterion

Support Tensor Machines for Classification of Hyperspectral Remote Sensing Imagery

Joint Collaborative Representation With Multitask Learning for Hyperspectral Image Classification

Compression of hyperspectral remote sensing images by tensor approach

Exploring Representativeness and Informativeness for Active Learning

A spectral-spatial based local summation anomaly detection method for hyperspectral images

Hyperspectral image noise reduction based on rank-1 tensor decomposition

Progressive Reconstruction of Visual Structure for Image Inpainting

GPU Parallel Implementation of Isometric Mapping for Hyperspectral Classification

A Dissimilarity-Weighted Sparse Self-Representation Method for Band Selection in Hyperspectral Imagery Classification

Artificial Intelligence for Remote Sensing Data Analysis: A review of challenges and opportunities

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