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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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IEEE_Xplore

Exploring Representativeness and Informativeness for Active Learning

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

2017

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IEEE_Xplore

A Discriminative Metric Learning Based Anomaly Detection Method

IEEE transactions on geoscience and remote sensing, 2014-11, Vol.52 (11), p.6844-6857

2014

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IEEE_Xplore

Unsupervised Deep Slow Feature Analysis for Change Detection in Multi-Temporal Remote Sensing Images

IEEE transactions on geoscience and remote sensing, 2019-12, Vol.57 (12), p.9976-9992

2019

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IEEE_Xplore

Spectral-Spatial Unified Networks for Hyperspectral Image Classification

IEEE transactions on geoscience and remote sensing, 2018-10, Vol.56 (10), p.5893-5909

2018

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IEEE_Xplore

Boundary-Weighted Domain Adaptive Neural Network for Prostate MR Image Segmentation

IEEE transactions on medical imaging, 2020-03, Vol.39 (3), p.753-763

2020

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IEEE_Xplore

Scene Classification via a Gradient Boosting Random Convolutional Network Framework

IEEE transactions on geoscience and remote sensing, 2016-03, Vol.54 (3), p.1793-1802

2016

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IEEE_Xplore

Saliency-Guided Unsupervised Feature Learning for Scene Classification

IEEE transactions on geoscience and remote sensing, 2015-04, Vol.53 (4), p.2175-2184

2015

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IEEE_Xplore

Anti-periodic solutions problem for inertial competitive neutral-type neural networks via Wirtinger inequality

Journal of inequalities and applications, 2019-07, Vol.2019 (1), p.1-15, Article 187

Du, Bo

2019

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A Low-Rank and Sparse Matrix Decomposition-Based Mahalanobis Distance Method for Hyperspectral Anomaly Detection

IEEE transactions on geoscience and remote sensing, 2016-03, Vol.54 (3), p.1376-1389

2016

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IEEE_Xplore

A post-classification change detection method based on iterative slow feature analysis and Bayesian soft fusion

Remote sensing of environment, 2017-09, Vol.199, p.241-255

2017

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Weakly Supervised Learning Based on Coupled Convolutional Neural Networks for Aircraft Detection

IEEE transactions on geoscience and remote sensing, 2016-09, Vol.54 (9), p.5553-5563

2016

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IEEE_Xplore

Change Detection in Multisource VHR Images via Deep Siamese Convolutional Multiple-Layers Recurrent Neural Network

IEEE transactions on geoscience and remote sensing, 2020-04, Vol.58 (4), p.2848-2864

2020

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IEEE_Xplore

Random-Selection-Based Anomaly Detector for Hyperspectral Imagery

IEEE transactions on geoscience and remote sensing, 2011-05, Vol.49 (5), p.1578-1589

2011

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IEEE_Xplore

Unsupervised domain adaptive re-identification: Theory and practice

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

2020

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An enhanced black widow optimization algorithm for feature selection

Knowledge-based systems, 2022-01, Vol.235, p.107638, Article 107638

2022

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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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IEEE_Xplore

Beyond the Sparsity-Based Target Detector: A Hybrid Sparsity and Statistics-Based Detector for Hyperspectral Images

IEEE transactions on image processing, 2016-11, Vol.25 (11), p.5345-5357

2016

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IEEE_Xplore

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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IEEE_Xplore

Slow Feature Analysis for Change Detection in Multispectral Imagery

IEEE transactions on geoscience and remote sensing, 2014-05, Vol.52 (5), p.2858-2874

2014

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IEEE_Xplore

A Sparse Representation-Based Binary Hypothesis Model for Target Detection in Hyperspectral Images

IEEE transactions on geoscience and remote sensing, 2015-03, Vol.53 (3), p.1346-1354

2015

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IEEE_Xplore

Kernel Slow Feature Analysis for Scene Change Detection

IEEE transactions on geoscience and remote sensing, 2017-04, Vol.55 (4), p.2367-2384

2017

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IEEE_Xplore

Ferrofluids for Fabrication of Remotely Controllable Micro-Nanomachines by Two-Photon Polymerization

Advanced materials (Weinheim), 2010-08, Vol.22 (29), p.3204-3207

2010

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Unsupervised Change Detection in Multitemporal VHR Images Based on Deep Kernel PCA Convolutional Mapping Network

IEEE transactions on cybernetics, 2022-11, Vol.52 (11), p.12084-12098

2022

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IEEE_Xplore

Melatonin and calcium act synergistically to enhance the coproduction of astaxanthin and lipids in Haematococcus pluvialis under nitrogen deficiency and high light conditions

Bioresource technology, 2020-06, Vol.305, p.123069-123069, Article 123069

2020

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

Exploring Representativeness and Informativeness for Active Learning

A Discriminative Metric Learning Based Anomaly Detection Method

Unsupervised Deep Slow Feature Analysis for Change Detection in Multi-Temporal Remote Sensing Images

Spectral-Spatial Unified Networks for Hyperspectral Image Classification

Boundary-Weighted Domain Adaptive Neural Network for Prostate MR Image Segmentation

Scene Classification via a Gradient Boosting Random Convolutional Network Framework

Saliency-Guided Unsupervised Feature Learning for Scene Classification

Anti-periodic solutions problem for inertial competitive neutral-type neural networks via Wirtinger inequality

A Low-Rank and Sparse Matrix Decomposition-Based Mahalanobis Distance Method for Hyperspectral Anomaly Detection

A post-classification change detection method based on iterative slow feature analysis and Bayesian soft fusion

Weakly Supervised Learning Based on Coupled Convolutional Neural Networks for Aircraft Detection

Change Detection in Multisource VHR Images via Deep Siamese Convolutional Multiple-Layers Recurrent Neural Network

Random-Selection-Based Anomaly Detector for Hyperspectral Imagery

Unsupervised domain adaptive re-identification: Theory and practice

An enhanced black widow optimization algorithm for feature selection

Multiscale Dynamic Graph Convolutional Network for Hyperspectral Image Classification

Beyond the Sparsity-Based Target Detector: A Hybrid Sparsity and Statistics-Based Detector for Hyperspectral Images

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

Slow Feature Analysis for Change Detection in Multispectral Imagery

A Sparse Representation-Based Binary Hypothesis Model for Target Detection in Hyperspectral Images

Kernel Slow Feature Analysis for Scene Change Detection

Ferrofluids for Fabrication of Remotely Controllable Micro-Nanomachines by Two-Photon Polymerization

Unsupervised Change Detection in Multitemporal VHR Images Based on Deep Kernel PCA Convolutional Mapping Network

Melatonin and calcium act synergistically to enhance the coproduction of astaxanthin and lipids in Haematococcus pluvialis under nitrogen deficiency and high light conditions

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