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EEG-Based Brain-Computer Interfaces Using Motor-Imagery: Techniques and Challenges

Sensors (Basel, Switzerland), 2019-03, Vol.19 (6), p.1423

2019

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The Interval Parameter Optimization Model Based on Three-Way Decision Space and Its Application on “Green Products Recommendation”

Discrete dynamics in nature and society, 2020-12, Vol.2020, p.1-12

2020

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3D Semantic VSLAM of Indoor Environment Based on Mask Scoring RCNN

Discrete dynamics in nature and society, 2020-10, Vol.2020, p.1-14

2020

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Tri-CNN: A Three Branch Model for Hyperspectral Image Classification

Remote sensing (Basel, Switzerland), 2023-01, Vol.15 (2), p.316

2023

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Singular Spectrum Analysis for Effective Feature Extraction in Hyperspectral Imaging

IEEE geoscience and remote sensing letters, 2014-11, Vol.11 (11), p.1886-1890

2014

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IEEE_Xplore

Folded LDA: Extending the Linear Discriminant Analysis Algorithm for Feature Extraction and Data Reduction in Hyperspectral Remote Sensing

IEEE journal of selected topics in applied earth observations and remote sensing, 2021, Vol.14, p.12312-12331

2021

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A Review of Spatial Enhancement of Hyperspectral Remote Sensing Imaging Techniques

IEEE journal of selected topics in applied earth observations and remote sensing, 2023-01, Vol.16, p.1-27

2023

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Superpixel based Feature Specific Sparse Representation for Spectral-Spatial Classification of Hyperspectral Images

Remote sensing (Basel, Switzerland), 2019-03, Vol.11 (5), p.536

2019

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Singular spectrum analysis for improving hyperspectral imaging based beef eating quality evaluation

Computers and electronics in agriculture, 2015-07, Vol.115, p.21-25

2015

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A Novel Spectral-Spatial Singular Spectrum Analysis Technique for Near Real-Time In Situ Feature Extraction in Hyperspectral Imaging

IEEE journal of selected topics in applied earth observations and remote sensing, 2020, Vol.13, p.2214-2225

2020

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Smart Sensing and Adaptive Reasoning for Enabling Industrial Robots with Interactive Human-Robot Capabilities in Dynamic Environments-A Case Study

Sensors (Basel, Switzerland), 2019-03, Vol.19 (6), p.1354

2019

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Novel segmented stacked autoencoder for effective dimensionality reduction and feature extraction in hyperspectral imaging

Neurocomputing (Amsterdam), 2016-04, Vol.185, p.1-10

2016

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Novel Two-Dimensional Singular Spectrum Analysis for Effective Feature Extraction and Data Classification in Hyperspectral Imaging

IEEE transactions on geoscience and remote sensing, 2015-08, Vol.53 (8), p.4418-4433

2015

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IEEE_Xplore

Multiscale Superpixelwise Prophet Model for Noise-Robust Feature Extraction in Hyperspectral Images

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

2023

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IEEE_Xplore

SpaSSA: Superpixelwise Adaptive SSA for Unsupervised Spatial-Spectral Feature Extraction in Hyperspectral Image

IEEE transactions on cybernetics, 2022-07, Vol.52 (7), p.1-12

2022

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IEEE_Xplore

Structured covariance principal component analysis for real-time onsite feature extraction and dimensionality reduction in hyperspectral imaging

Applied optics (2004), 2014-07, Vol.53 (20), p.4440-4449

2014

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Adaptive Distance-Based Band Hierarchy (ADBH) for Effective Hyperspectral Band Selection

IEEE transactions on cybernetics, 2022-01, Vol.52 (1), p.215-227

2022

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IEEE_Xplore

PCA-Domain Fused Singular Spectral Analysis for Fast and Noise-Robust Spectral-Spatial Feature Mining in Hyperspectral Classification

IEEE geoscience and remote sensing letters, 2023, Vol.20, p.1-5

2023

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IEEE_Xplore

Effective Denoising and Classification of Hyperspectral Images Using Curvelet Transform and Singular Spectrum Analysis

IEEE transactions on geoscience and remote sensing, 2017-01, Vol.55 (1), p.119-133

2017

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IEEE_Xplore

Novel Folded-PCA for improved feature extraction and data reduction with hyperspectral imaging and SAR in remote sensing

ISPRS journal of photogrammetry and remote sensing, 2014-07, Vol.93, p.112-122

2014

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Robust PCA micro-doppler classification using SVM on embedded systems

IEEE transactions on aerospace and electronic systems, 2014-07, Vol.50 (3), p.2304-2310

2014

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IEEE_Xplore

Intelligent characterisation of space objects with hyperspectral imaging

Acta astronautica, 2023-02, Vol.203, p.510-534

2023

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Hyperspectral Imaging based Detection of PVC during Sellafield Repackaging Procedures

IEEE sensors journal, 2023-01, Vol.23 (1), p.1-1

2023

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IEEE_Xplore

A Novel Intelligent Computational Approach to Model Epidemiological Trends and Assess the Impact of Non-Pharmacological Interventions for COVID-19

IEEE journal of biomedical and health informatics, 2020-12, Vol.24 (12), p.3551-3563

2020

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Spatial-spectral classification of hyperspectral images: a deep learning framework with Markov Random fields based modelling

IET image processing, 2019-02, Vol.13 (2), p.235-245

2019

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EEG-Based Brain-Computer Interfaces Using Motor-Imagery: Techniques and Challenges

The Interval Parameter Optimization Model Based on Three-Way Decision Space and Its Application on “Green Products Recommendation”

3D Semantic VSLAM of Indoor Environment Based on Mask Scoring RCNN

Tri-CNN: A Three Branch Model for Hyperspectral Image Classification

Singular Spectrum Analysis for Effective Feature Extraction in Hyperspectral Imaging

Folded LDA: Extending the Linear Discriminant Analysis Algorithm for Feature Extraction and Data Reduction in Hyperspectral Remote Sensing

A Review of Spatial Enhancement of Hyperspectral Remote Sensing Imaging Techniques

Superpixel based Feature Specific Sparse Representation for Spectral-Spatial Classification of Hyperspectral Images

Singular spectrum analysis for improving hyperspectral imaging based beef eating quality evaluation

A Novel Spectral-Spatial Singular Spectrum Analysis Technique for Near Real-Time In Situ Feature Extraction in Hyperspectral Imaging

Smart Sensing and Adaptive Reasoning for Enabling Industrial Robots with Interactive Human-Robot Capabilities in Dynamic Environments-A Case Study

Novel segmented stacked autoencoder for effective dimensionality reduction and feature extraction in hyperspectral imaging

Novel Two-Dimensional Singular Spectrum Analysis for Effective Feature Extraction and Data Classification in Hyperspectral Imaging

Multiscale Superpixelwise Prophet Model for Noise-Robust Feature Extraction in Hyperspectral Images

SpaSSA: Superpixelwise Adaptive SSA for Unsupervised Spatial-Spectral Feature Extraction in Hyperspectral Image

Structured covariance principal component analysis for real-time onsite feature extraction and dimensionality reduction in hyperspectral imaging

Adaptive Distance-Based Band Hierarchy (ADBH) for Effective Hyperspectral Band Selection

PCA-Domain Fused Singular Spectral Analysis for Fast and Noise-Robust Spectral-Spatial Feature Mining in Hyperspectral Classification

Effective Denoising and Classification of Hyperspectral Images Using Curvelet Transform and Singular Spectrum Analysis

Novel Folded-PCA for improved feature extraction and data reduction with hyperspectral imaging and SAR in remote sensing

Robust PCA micro-doppler classification using SVM on embedded systems

Intelligent characterisation of space objects with hyperspectral imaging

Hyperspectral Imaging based Detection of PVC during Sellafield Repackaging Procedures

A Novel Intelligent Computational Approach to Model Epidemiological Trends and Assess the Impact of Non-Pharmacological Interventions for COVID-19

Spatial-spectral classification of hyperspectral images: a deep learning framework with Markov Random fields based modelling

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