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Hyperspectral Image Classification Based on Structured Sparse Logistic Regression and Three-Dimensional Wavelet Texture Features

IEEE transactions on geoscience and remote sensing, 2013-04, Vol.51 (4), p.2276-2291

2013

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Multitask Sparse Nonnegative Matrix Factorization for Joint Spectral-Spatial Hyperspectral Imagery Denoising

IEEE transactions on geoscience and remote sensing, 2015-05, Vol.53 (5), p.2621-2639

2015

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Dictionary Learning-Based Feature-Level Domain Adaptation for Cross-Scene Hyperspectral Image Classification

IEEE transactions on geoscience and remote sensing, 2017-03, Vol.55 (3), p.1544-1562

2017

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Cross-Scene Hyperspectral Feature Selection via Hybrid Whale Optimization Algorithm With Simulated Annealing

IEEE journal of selected topics in applied earth observations and remote sensing, 2021, Vol.14, p.2473-2483

2021

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Learning misclassification costs for imbalanced classification on gene expression data

BMC bioinformatics, 2019-12, Vol.20 (Suppl 25), p.681-681, Article 681

2019

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Feature Selection for Cross-Scene Hyperspectral Image Classification Using Cross-Domain I-ReliefF

IEEE journal of selected topics in applied earth observations and remote sensing, 2021, Vol.14, p.5932-5949

2021

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Domain‐invariant attention network for transfer learning between cross‐scene hyperspectral images

IET computer vision, 2023-10, Vol.17 (7), p.739-749

2023

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Semisupervised Dual-Dictionary Learning for Heterogeneous Transfer Learning on Cross-Scene Hyperspectral Images

IEEE journal of selected topics in applied earth observations and remote sensing, 2020, Vol.13, p.3164-3178

2020

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Using Dynamic Multi-Task Non-Negative Matrix Factorization to Detect the Evolution of User Preferences in Collaborative Filtering

PloS one, 2015-08, Vol.10 (8), p.e0135090-e0135090

2015

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Hyperspectral Imagery Restoration Using Nonlocal Spectral-Spatial Structured Sparse Representation With Noise Estimation

IEEE journal of selected topics in applied earth observations and remote sensing, 2013-04, Vol.6 (2), p.499-515

2013

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Correction: Using Dynamic Multi-Task Non-Negative Matrix Factorization to Detect the Evolution of User Preferences in Collaborative Filtering

PloS one, 2015-09, Vol.10 (9), p.e0138279-e0138279

2015

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Building Cross-Domain Mapping Chains From Multi-CycleGAN for Hyperspectral Image Classification

IEEE transactions on geoscience and remote sensing, 2024, Vol.62, p.1-17

2024

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Adaptive graph modeling with self-training for heterogeneous cross-scene hyperspectral image classification

IEEE transactions on geoscience and remote sensing, 2024-01, Vol.62, p.1-1

2024

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Learning a Deep Structural Subspace Across Hyperspectral Scenes With Cross-Domain VAE

IEEE transactions on geoscience and remote sensing, 2022, Vol.60, p.1-13

2022

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Fine-Grained Image Recognition Methods and Their Applications in Remote Sensing Images: A Review

IEEE journal of selected topics in applied earth observations and remote sensing, 2024-01, Vol.17, p.1-30

2024

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A Hybrid Ensemble Algorithm Combining AdaBoost and Genetic Algorithm for Cancer Classification with Gene Expression Data

IEEE/ACM transactions on computational biology and bioinformatics, 2021-05, Vol.18 (3), p.863-870

2021

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Discriminative Vision Transformer for Heterogeneous Cross-Domain Hyperspectral Image Classification

IEEE transactions on geoscience and remote sensing, 2024, Vol.62, p.1-15

2024

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Residual deep PCA-based feature extraction for hyperspectral image classification

Neural computing & applications, 2020-09, Vol.32 (18), p.14287-14300

2020

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NMF-SAE: An Interpretable Sparse Autoencoder for Hyperspectral Unmixing

ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2021, p.1865-1869

2021

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Multitask Sparse Neural Network for Hyperspectral Image Denoising

ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2022, p.2799-2803

2022

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Cross-domain residual deep NMF for transfer learning between different hyperspectral image scenes

International journal of wavelets, multiresolution and information processing, 2023-03, Vol.21 (2)

2023

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Computational model for predicting user aesthetic preference for GUI using DCNNs

CCF transactions on pervasive computing and interaction (Online), 2021-06, Vol.3 (2), p.147-169

2021

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Corrections to "Dictionary Learning-Based Feature-Level Domain Adaptation for Cross-Scene Hyperspectral Image Classification" [Mar 17 1544-1562]

IEEE transactions on geoscience and remote sensing, 2018-05, Vol.56 (5), p.3002-3003

2018

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Cross-scene hyperspectral image classification based on DWT and manifold-constrained subspace learning

International journal of wavelets, multiresolution and information processing, 2017-11, Vol.15 (6), p.1750062

2017

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Flexible focus function consisting of convex function and image enhancement filter

Optics express, 2014-07, Vol.22 (15), p.18668-18687

2014

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Hyperspectral Image Classification Based on Structured Sparse Logistic Regression and Three-Dimensional Wavelet Texture Features

Multitask Sparse Nonnegative Matrix Factorization for Joint Spectral-Spatial Hyperspectral Imagery Denoising

Dictionary Learning-Based Feature-Level Domain Adaptation for Cross-Scene Hyperspectral Image Classification

Cross-Scene Hyperspectral Feature Selection via Hybrid Whale Optimization Algorithm With Simulated Annealing

Learning misclassification costs for imbalanced classification on gene expression data

Feature Selection for Cross-Scene Hyperspectral Image Classification Using Cross-Domain I-ReliefF

Domain‐invariant attention network for transfer learning between cross‐scene hyperspectral images

Semisupervised Dual-Dictionary Learning for Heterogeneous Transfer Learning on Cross-Scene Hyperspectral Images

Using Dynamic Multi-Task Non-Negative Matrix Factorization to Detect the Evolution of User Preferences in Collaborative Filtering

Hyperspectral Imagery Restoration Using Nonlocal Spectral-Spatial Structured Sparse Representation With Noise Estimation

Correction: Using Dynamic Multi-Task Non-Negative Matrix Factorization to Detect the Evolution of User Preferences in Collaborative Filtering

Building Cross-Domain Mapping Chains From Multi-CycleGAN for Hyperspectral Image Classification

Adaptive graph modeling with self-training for heterogeneous cross-scene hyperspectral image classification

Learning a Deep Structural Subspace Across Hyperspectral Scenes With Cross-Domain VAE

Fine-Grained Image Recognition Methods and Their Applications in Remote Sensing Images: A Review

A Hybrid Ensemble Algorithm Combining AdaBoost and Genetic Algorithm for Cancer Classification with Gene Expression Data

Discriminative Vision Transformer for Heterogeneous Cross-Domain Hyperspectral Image Classification

Residual deep PCA-based feature extraction for hyperspectral image classification

NMF-SAE: An Interpretable Sparse Autoencoder for Hyperspectral Unmixing

Multitask Sparse Neural Network for Hyperspectral Image Denoising

Cross-domain residual deep NMF for transfer learning between different hyperspectral image scenes

Computational model for predicting user aesthetic preference for GUI using DCNNs

Corrections to "Dictionary Learning-Based Feature-Level Domain Adaptation for Cross-Scene Hyperspectral Image Classification" [Mar 17 1544-1562]

Cross-scene hyperspectral image classification based on DWT and manifold-constrained subspace learning

Flexible focus function consisting of convex function and image enhancement filter

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