Qian Du
Orcid: 0000-0001-8354-7500Affiliations:
- Mississippi State University, Department of Electronic and Computer Engineering, Starkville, MS, USA
- Texas A&M University, Kingsville, TX, USA (former)
- University of Maryland at Baltimore County, Baltimore, MD, USA (PhD 2000)
According to our database1,
Qian Du
authored at least 547 papers
between 1999 and 2024.
Collaborative distances:
Collaborative distances:
Timeline
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
Online presence:
-
on orcid.org
On csauthors.net:
Bibliography
2024
Graph Information Aggregation Cross-Domain Few-Shot Learning for Hyperspectral Image Classification.
IEEE Trans. Neural Networks Learn. Syst., February, 2024
A Spatio-Spectral Fusion Method for Hyperspectral Images Using Residual Hyper-Dense Network.
IEEE Trans. Neural Networks Learn. Syst., February, 2024
SCFormer: Spectral Coordinate Transformer for Cross-Domain Few-Shot Hyperspectral Image Classification.
IEEE Trans. Image Process., 2024
MarsMapNet: A Novel Superpixel-Guided Multiview Feature Fusion Network for Efficient Martian Landform Mapping.
IEEE Trans. Geosci. Remote. Sens., 2024
Self-Paced Probabilistic Collaborative Representation for Anomaly Detection of Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens., 2024
Multifrequency Graph Convolutional Network With Cross-Modality Mutual Enhancement for Multisource Remote Sensing Data Classification.
IEEE Trans. Geosci. Remote. Sens., 2024
Feature Mutual Representation-Based Graph Domain Adaptive Network for Unsupervised Hyperspectral Change Detection.
IEEE Trans. Geosci. Remote. Sens., 2024
Domain Invariant and Compact Prototype Contrast Adaptation for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2024
Semi-Supervised Dynamic Ensemble Learning With Balancing Diversity and Consistency for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2024
HyperMLP: Superpixel Prior and Feature Aggregated Perceptron Networks for Hyperspectral and LiDAR Hybrid Classification.
IEEE Trans. Geosci. Remote. Sens., 2024
MMIF: Interpretable Hyperspectral and Multispectral Image Fusion via Maximum Mutual Information.
IEEE Trans. Geosci. Remote. Sens., 2024
Adversarial Domain Adaptation Network With Calibrated Prototype and Dynamic Instance Convolution for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2024
IEEE Trans. Geosci. Remote. Sens., 2024
Feature Dimensionality Reduction With L2,p-Norm-Based Robust Embedding Regression for Classification of Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens., 2024
PCViT: A Pyramid Convolutional Vision Transformer Detector for Object Detection in Remote-Sensing Imagery.
IEEE Trans. Geosci. Remote. Sens., 2024
IEEE Geosci. Remote. Sens. Lett., 2024
IEEE Geosci. Remote. Sens. Lett., 2024
CoRR, 2024
SSF-Net: Spatial-Spectral Fusion Network with Spectral Angle Awareness for Hyperspectral Object Tracking.
CoRR, 2024
2023
Hyperspectral and SAR Image Classification via Multiscale Interactive Fusion Network.
IEEE Trans. Neural Networks Learn. Syst., December, 2023
IEEE Trans. Cybern., December, 2023
Semantic and spatial-spectral feature fusion transformer network for the classification of hyperspectral image.
CAAI Trans. Intell. Technol., December, 2023
Semisupervised Cross-Scale Graph Prototypical Network for Hyperspectral Image Classification.
IEEE Trans. Neural Networks Learn. Syst., November, 2023
IEEE Trans. Neural Networks Learn. Syst., October, 2023
Remote. Sens., September, 2023
IEEE Trans. Cybern., May, 2023
Hyperspectral and LiDAR Data Classification Based on Structural Optimization Transmission.
IEEE Trans. Cybern., May, 2023
A survey on hyperspectral image restoration: from the view of low-rank tensor approximation.
Sci. China Inf. Sci., April, 2023
Single-Source Domain Expansion Network for Cross-Scene Hyperspectral Image Classification.
IEEE Trans. Image Process., 2023
Adaptive Hypergraph Regularized Multilayer Sparse Tensor Factorization for Hyperspectral Unmixing.
IEEE Trans. Geosci. Remote. Sens., 2023
Morphological Transformation and Spatial-Logical Aggregation for Tree Species Classification Using Hyperspectral Imagery.
IEEE Trans. Geosci. Remote. Sens., 2023
SuperYOLO: Super Resolution Assisted Object Detection in Multimodal Remote Sensing Imagery.
IEEE Trans. Geosci. Remote. Sens., 2023
Two-Branch Deeper Graph Convolutional Network for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2023
RepCPSI: Coordinate-Preserving Proximity Spectral Interaction Network With Reparameterization for Lightweight Spectral Super-Resolution.
IEEE Trans. Geosci. Remote. Sens., 2023
Nearest Neighbor-Based Contrastive Learning for Hyperspectral and LiDAR Data Classification.
IEEE Trans. Geosci. Remote. Sens., 2023
Probabilistic Collaborative Representation Based Ensemble Learning for Classification of Wetland Hyperspectral Imagery.
IEEE Trans. Geosci. Remote. Sens., 2023
Spectral-Spatial Morphological Attention Transformer for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2023
IEEE Trans. Geosci. Remote. Sens., 2023
Contrastive Learning Based on Category Matching for Domain Adaptation in Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2023
Physical Knowledge-Enhanced Deep Neural Network for Sea Surface Temperature Prediction.
IEEE Trans. Geosci. Remote. Sens., 2023
Spectral Correlation-Based Diverse Band Selection for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2023
A Probabilistic Sample Boosting Approach With Adaptive Representation Coefficient Consistency for China Coastal Wetland Land Cover Classification Using GF-5 Hyperspectral Imagery.
IEEE Trans. Geosci. Remote. Sens., 2023
Refined Prototypical Contrastive Learning for Few-Shot Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2023
Category-Specific Prototype Self-Refinement Contrastive Learning for Few-Shot Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2023
IEEE Trans. Geosci. Remote. Sens., 2023
SS-MAE: Spatial-Spectral Masked Autoencoder for Multisource Remote Sensing Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2023
Supervised Contrastive Learning-Based Unsupervised Domain Adaptation for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2023
Integrated Spatio-Spectral-Temporal Fusion via Anisotropic Sparsity Constrained Low-Rank Tensor Approximation.
IEEE Trans. Geosci. Remote. Sens., 2023
IEEE Trans. Geosci. Remote. Sens., 2023
Sal²RN: A Spatial-Spectral Salient Reinforcement Network for Hyperspectral and LiDAR Data Fusion Classification.
IEEE Trans. Geosci. Remote. Sens., 2023
IEEE Trans. Geosci. Remote. Sens., 2023
IEEE Trans. Geosci. Remote. Sens., 2023
Class-Specific Autoaugment Architecture Based on Schmidt Mathematical Theory for Imbalanced Hyperspectral Classification.
IEEE Trans. Geosci. Remote. Sens., 2023
A Semantic Transferred Priori for Hyperspectral Target Detection With Spatial-Spectral Association.
IEEE Trans. Geosci. Remote. Sens., 2023
IEEE Trans. Geosci. Remote. Sens., 2023
IEEE Trans. Geosci. Remote. Sens., 2023
t-Linear Tensor Subspace Learning for Robust Feature Extraction of Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens., 2023
Saliency-Guided Collaborative-Competitive Representation for Hyperspectral Anomaly Detection.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023
Superpixel-Based Weighted Sparse Regression and Spectral Similarity Constrained for Hyperspectral Unmixing.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023
Pyramidal Dilation Attention Convolutional Network With Active and Self-Paced Learning for Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023
Early-Season Mapping of Winter Wheat and Garlic in Huaihe Basin Using Sentinel-1/2 and Landsat-7/8 Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023
Unsupervised Dimensionality Reduction With Multifeature Structure Joint Preserving Embedding for Hyperspectral Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023
Remote. Sens., 2023
Weakly supervised adversarial learning via latent space for hyperspectral target detection.
Pattern Recognit., 2023
IEEE Geosci. Remote. Sens. Lett., 2023
Semantic Segmentation Network for Classification of Hyperspectral Images With Small Size Samples.
IEEE Geosci. Remote. Sens. Lett., 2023
SS-MAE: Spatial-Spectral Masked Auto-Encoder for Multi-Source Remote Sensing Image Classification.
CoRR, 2023
Attention Aware Generative Adversarial Network for Hyperspectral Image Classification.
Proceedings of the 13th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2023
Fully Tensorized Convolutional Long Short-Term Memory for Hyperspectral Image Classification.
Proceedings of the 13th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2023
Hyperspectral Image Classification of Agricultural Tillage Practices Using Spatial-aware Collaborative Representation.
Proceedings of the 11th International Conference on Agro-Geoinformatics, 2023
2022
IEEE Trans. Neural Networks Learn. Syst., 2022
A<sup>3</sup> CLNN: Spatial, Spectral and Multiscale Attention ConvLSTM Neural Network for Multisource Remote Sensing Data Classification.
IEEE Trans. Neural Networks Learn. Syst., 2022
Weakly Supervised Discriminative Learning With Spectral Constrained Generative Adversarial Network for Hyperspectral Anomaly Detection.
IEEE Trans. Neural Networks Learn. Syst., 2022
Generative Dual-Adversarial Network With Spectral Fidelity and Spatial Enhancement for Hyperspectral Pansharpening.
IEEE Trans. Neural Networks Learn. Syst., 2022
GCFnet: Global Collaborative Fusion Network for Multispectral and Panchromatic Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2022
IEEE Trans. Geosci. Remote. Sens., 2022
IEEE Trans. Geosci. Remote. Sens., 2022
IEEE Trans. Geosci. Remote. Sens., 2022
IEEE Trans. Geosci. Remote. Sens., 2022
A Deep Multiscale Pyramid Network Enhanced With Spatial-Spectral Residual Attention for Hyperspectral Image Change Detection.
IEEE Trans. Geosci. Remote. Sens., 2022
Dual-Channel Residual Network for Hyperspectral Image Classification With Noisy Labels.
IEEE Trans. Geosci. Remote. Sens., 2022
Spectral Variation Augmented Representation for Hyperspectral Imagery Classification With Few Labeled Samples.
IEEE Trans. Geosci. Remote. Sens., 2022
IEEE Trans. Geosci. Remote. Sens., 2022
Multi-Direction Networks With Attentional Spectral Prior for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2022
Corrections to "Multiscale Context-Aware Ensemble Deep KELM for Efficient Hyperspectral Image Classification".
IEEE Trans. Geosci. Remote. Sens., 2022
IEEE Trans. Geosci. Remote. Sens., 2022
Superpixel-Based Relaxed Collaborative Representation With Band Weighting for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2022
BDANet: Multiscale Convolutional Neural Network With Cross-Directional Attention for Building Damage Assessment From Satellite Images.
IEEE Trans. Geosci. Remote. Sens., 2022
Dual-Branch Difference Amplification Graph Convolutional Network for Hyperspectral Image Change Detection.
IEEE Trans. Geosci. Remote. Sens., 2022
MSSL: Hyperspectral and Panchromatic Images Fusion via Multiresolution Spatial-Spectral Feature Learning Networks.
IEEE Trans. Geosci. Remote. Sens., 2022
IEEE Trans. Geosci. Remote. Sens., 2022
IEEE Trans. Geosci. Remote. Sens., 2022
Hyperspectral Image Classification Using Attention-Based Bidirectional Long Short-Term Memory Network.
IEEE Trans. Geosci. Remote. Sens., 2022
IEEE Trans. Geosci. Remote. Sens., 2022
A Shallow-to-Deep Feature Fusion Network for VHR Remote Sensing Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2022
Novel Cross-Resolution Feature-Level Fusion for Joint Classification of Multispectral and Panchromatic Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2022
Dual-Frequency Autoencoder for Anomaly Detection in Transformed Hyperspectral Imagery.
IEEE Trans. Geosci. Remote. Sens., 2022
Multiscale Alternately Updated Clique Network for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2022
ABNet: Adaptive Balanced Network for Multiscale Object Detection in Remote Sensing Imagery.
IEEE Trans. Geosci. Remote. Sens., 2022
Bayesian Unmixing of Hyperspectral Image Sequence With Composite Priors for Abundance and Endmember Variability.
IEEE Trans. Geosci. Remote. Sens., 2022
IEEE Trans. Geosci. Remote. Sens., 2022
Structure-Guided Feature Transform Hybrid Residual Network for Remote Sensing Object Detection.
IEEE Trans. Geosci. Remote. Sens., 2022
A Stepwise Domain Adaptive Segmentation Network With Covariate Shift Alleviation for Remote Sensing Imagery.
IEEE Trans. Geosci. Remote. Sens., 2022
A Triplet Semisupervised Deep Network for Fusion Classification of Hyperspectral and LiDAR Data.
IEEE Trans. Geosci. Remote. Sens., 2022
IEEE Trans. Geosci. Remote. Sens., 2022
Sparse Coding-Inspired GAN for Hyperspectral Anomaly Detection in Weakly Supervised Learning.
IEEE Trans. Geosci. Remote. Sens., 2022
IEEE Trans. Geosci. Remote. Sens., 2022
HASIC-Net: Hybrid Attentional Convolutional Neural Network With Structure Information Consistency for Spectral Super-Resolution of RGB Images.
IEEE Trans. Geosci. Remote. Sens., 2022
Boundary Extraction Constrained Siamese Network for Remote Sensing Image Change Detection.
IEEE Trans. Geosci. Remote. Sens., 2022
Two-Branch Attention Adversarial Domain Adaptation Network for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2022
Pseudo Complex-Valued Deformable ConvLSTM Neural Network With Mutual Attention Learning for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2022
IEEE Trans. Geosci. Remote. Sens., 2022
IEEE Trans. Geosci. Remote. Sens., 2022
Self-Balancing Dictionary Learning for Relaxed Collaborative Representation of Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2022
Hyperspectral and Multispectral Classification for Coastal Wetland Using Depthwise Feature Interaction Network.
IEEE Trans. Geosci. Remote. Sens., 2022
MS-HLMO: Multiscale Histogram of Local Main Orientation for Remote Sensing Image Registration.
IEEE Trans. Geosci. Remote. Sens., 2022
IEEE Trans. Geosci. Remote. Sens., 2022
Context-Aware Guided Attention Based Cross-Feedback Dense Network for Hyperspectral Image Super-Resolution.
IEEE Trans. Geosci. Remote. Sens., 2022
E2E-LIADE: End-to-End Local Invariant Autoencoding Density Estimation Model for Anomaly Target Detection in Hyperspectral Image.
IEEE Trans. Cybern., 2022
Change Detection From Synthetic Aperture Radar Images via Graph-Based Knowledge Supplement Network.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022
Change Detection From Synthetic Aperture Radar Images via Dual Path Denoising Network.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022
Relaxed Collaborative Representation With Low-Rank and Sparse Matrix Decomposition for Hyperspectral Anomaly Detection.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022
Superpixel-Based Weighted Collaborative Sparse Regression and Reweighted Low-Rank Representation for Hyperspectral Image Unmixing.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022
Diversity-Driven Multikernel Collaborative Representation Ensemble for Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022
Adaptive Local Discriminant Analysis and Distribution Matching for Domain Adaptation in Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022
Dynamic Ensemble Learning With Multi-View Kernel Collaborative Subspace Clustering for Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022
Editorial Foreword to the Special Issue on Recent Advances in Multitemporal Remote-Sensing Data Processing.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022
Feature Guide Network With Context Aggregation Pyramid for Remote Sensing Image Segmentation.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022
Hyperspectral Unmixing Based on Nonnegative Matrix Factorization: A Comprehensive Review.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022
Enhanced TabNet: Attentive Interpretable Tabular Learning for Hyperspectral Image Classification.
Remote. Sens., 2022
Spatial-Spectral Cross-Correlation Embedded Dual-Transfer Network for Object Tracking Using Hyperspectral Videos.
Remote. Sens., 2022
IEEE Geosci. Remote. Sens. Lett., 2022
Remote Sensing Image Translation via Style-Based Recalibration Module and Improved Style Discriminator.
IEEE Geosci. Remote. Sens. Lett., 2022
Adaptive Cross-Attention-Driven Spatial-Spectral Graph Convolutional Network for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett., 2022
IEEE Geosci. Remote. Sens. Lett., 2022
IEEE Geosci. Remote. Sens. Lett., 2022
IEEE Geosci. Remote. Sens. Lett., 2022
Unsupervised Robust Projection Learning by Low-Rank and Sparse Decomposition for Hyperspectral Feature Extraction.
IEEE Geosci. Remote. Sens. Lett., 2022
Spatial-Aware Collaboration-Competition Preserving Graph Embedding for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett., 2022
IEEE Geosci. Remote. Sens. Lett., 2022
IEEE Geosci. Remote. Sens. Lett., 2022
Synthetic Aperture Radar Image Change Detection via Layer Attention-Based Noise-Tolerant Network.
IEEE Geosci. Remote. Sens. Lett., 2022
Recurrent Feedback Convolutional Neural Network for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett., 2022
Hyperspectral Pansharpening via Local Intensity Component and Local Injection Gain Estimation.
IEEE Geosci. Remote. Sens. Lett., 2022
IEEE Geosci. Remote. Sens. Lett., 2022
A3CLNN: Spatial, Spectral and Multiscale Attention ConvLSTM Neural Network for Multisource Remote Sensing Data Classification.
CoRR, 2022
MS-HLMO: Multi-scale Histogram of Local Main Orientation for Remote Sensing Image Registration.
CoRR, 2022
Sci. China Inf. Sci., 2022
Proceedings of the 12th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2022
Gaussian Information Entropy based band Reduction for Unsupervised Hyperspectral Video Tracking.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
Laplacian Regularized Spatial-Aware Collaborative Competitive Representation for Hyperspectral Dimensionality Reduction.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
Collaborative-Competitive Representation with Spatial Regularization for Hyperspectral Anomaly Detection.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
HTD-VIT: Spectral-Spatial Joint Hyperspectral Target Detection with Vision Transformer.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
Semantic Segmentation of High-Resolution Remote Sensing Images Using an Improved Transformer.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
2021
Superpixel-Guided Discriminative Low-Rank Representation of Hyperspectral Images for Classification.
IEEE Trans. Image Process., 2021
Characterization of Background-Anomaly Separability With Generative Adversarial Network for Hyperspectral Anomaly Detection.
IEEE Trans. Geosci. Remote. Sens., 2021
Cross-Scene Hyperspectral Image Classification With Discriminative Cooperative Alignment.
IEEE Trans. Geosci. Remote. Sens., 2021
IEEE Trans. Geosci. Remote. Sens., 2021
Multiscale Context-Aware Ensemble Deep KELM for Efficient Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2021
Adaptive DropBlock-Enhanced Generative Adversarial Networks for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2021
Random Subspace-Based k-Nearest Class Collaborative Representation for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2021
Sensor-Independent Hyperspectral Target Detection With Semisupervised Domain Adaptive Few-Shot Learning.
IEEE Trans. Geosci. Remote. Sens., 2021
IEEE Trans. Geosci. Remote. Sens., 2021
IEEE Trans. Geosci. Remote. Sens., 2021
IEEE Trans. Geosci. Remote. Sens., 2021
Class-Wise Distribution Adaptation for Unsupervised Classification of Hyperspectral Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2021
More Diverse Means Better: Multimodal Deep Learning Meets Remote-Sensing Imagery Classification.
IEEE Trans. Geosci. Remote. Sens., 2021
IEEE Trans. Cybern., 2021
Low-Rank and Sparse Decomposition With Mixture of Gaussian for Hyperspectral Anomaly Detection.
IEEE Trans. Cybern., 2021
IEEE Trans. Computational Imaging, 2021
Sparse and Low-Rank Constrained Tensor Factorization for Hyperspectral Image Unmixing.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021
Corrections to "A Novel Multitemporal Deep Fusion Network (MDFN) for Short-Term Multitemporal HR Images Classification".
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021
A Novel Multitemporal Deep Fusion Network (MDFN) for Short-Term Multitemporal HR Images Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021
Spectral-Spatial Constrained Nonnegative Matrix Factorization for Spectral Mixture Analysis of Hyperspectral Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021
Combining Multiple Classifiers for Domain Adaptation of Remote Sensing Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021
Joint Correlation Alignment-Based Graph Neural Network for Domain Adaptation of Multitemporal Hyperspectral Remote Sensing Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021
Remote Sensing Scene Classification Using Sparse Representation-Based Framework With Deep Feature Fusion.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021
Joint Classification of Hyperspectral and Multispectral Images for Mapping Coastal Wetlands.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021
Graph Embedding and Distribution Alignment for Domain Adaptation in Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021
Three-Order Tucker Decomposition and Reconstruction Detector for Unsupervised Hyperspectral Change Detection.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021
Sensors, 2021
Parallel and Distributed Computing for Anomaly Detection From Hyperspectral Remote Sensing Imagery.
Proc. IEEE, 2021
Generative Adversarial Capsule Network With ConvLSTM for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett., 2021
Lightweight Tensor Attention-Driven ConvLSTM Neural Network for Hyperspectral Image Classification.
IEEE J. Sel. Top. Signal Process., 2021
Joint feature extraction for multi-source data using similar double-concentrated network.
Neurocomputing, 2021
CoRR, 2021
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
Siammraan: Siamese Multi-Level Residual Attention Adaptive Network for Hyperspectral Videos Tracking.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
Hyperspectral Imagery Super-Resolution Based on Self-Calibrated Attention Residual Network.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
Modified Structure-Aware Collaborative Representation for Hyperspectral Image Classification.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
PTGAN: A Proposal-Weighted Two-Stage GAN with Attention for Hyperspectral Target Detection.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
Hyperspectral Image Classification by Fractional Discrete Cosine Transform Based Feature Extraction.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
2020
IEEE Trans. Neural Networks Learn. Syst., 2020
Joint Classification of Hyperspectral and LiDAR Data Using Hierarchical Random Walk and Deep CNN Architecture.
IEEE Trans. Geosci. Remote. Sens., 2020
Discriminative Marginalized Least-Squares Regression for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2020
IEEE Trans. Geosci. Remote. Sens., 2020
Deep Latent Spectral Representation Learning-Based Hyperspectral Band Selection for Target Detection.
IEEE Trans. Geosci. Remote. Sens., 2020
Autoencoder and Adversarial-Learning-Based Semisupervised Background Estimation for Hyperspectral Anomaly Detection.
IEEE Trans. Geosci. Remote. Sens., 2020
CVA<sup>2</sup>E: A Conditional Variational Autoencoder With an Adversarial Training Process for Hyperspectral Imagery Classification.
IEEE Trans. Geosci. Remote. Sens., 2020
IEEE Trans. Geosci. Remote. Sens., 2020
Ensemble Learning for Hyperspectral Image Classification Using Tangent Collaborative Representation.
IEEE Trans. Geosci. Remote. Sens., 2020
IEEE Trans. Geosci. Remote. Sens., 2020
IEEE Trans. Geosci. Remote. Sens., 2020
Semisupervised Spectral Learning With Generative Adversarial Network for Hyperspectral Anomaly Detection.
IEEE Trans. Geosci. Remote. Sens., 2020
Discriminative Reconstruction Constrained Generative Adversarial Network for Hyperspectral Anomaly Detection.
IEEE Trans. Geosci. Remote. Sens., 2020
Spatial-Spectral Feature Extraction via Deep ConvLSTM Neural Networks for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2020
Patch Tensor-Based Multigraph Embedding Framework for Dimensionality Reduction of Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens., 2020
Feature Extraction for Classification of Hyperspectral and LiDAR Data Using Patch-to-Patch CNN.
IEEE Trans. Cybern., 2020
Subpixel Mapping of Hyperspectral Images Using a Labeled-Unlabeled Hybrid Endmember Library and Abundance Optimization.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020
Background Learning Based on Target Suppression Constraint for Hyperspectral Target Detection.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020
Deep Prototypical Networks With Hybrid Residual Attention for Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020
Improving Spectral-Based Endmember Finding by Exploring Spatial Context for Hyperspectral Unmixing.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020
Attention-Based Domain Adaptation Using Residual Network for Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020
Robust Capsule Network Based on Maximum Correntropy Criterion for Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020
Application of Random Effects to Explore the Gulf of Mexico Coastal Forest Dynamics in Relation to Meteorological Factors.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020
Augmented Associative Learning-Based Domain Adaptation for Classification of Hyperspectral Remote Sensing Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020
Sensors, 2020
HTD-Net: A Deep Convolutional Neural Network for Target Detection in Hyperspectral Imagery.
Remote. Sens., 2020
A Multi-Scale Superpixel-Guided Filter Feature Extraction and Selection Approach for Classification of Very-High-Resolution Remotely Sensed Imagery.
Remote. Sens., 2020
Fusing China GF-5 Hyperspectral Data with GF-1, GF-2 and Sentinel-2A Multispectral Data: Which Methods Should Be Used?
Remote. Sens., 2020
Multim. Tools Appl., 2020
Hyperspectral Image Classification via Sparse Representation With Incremental Dictionaries.
IEEE Geosci. Remote. Sens. Lett., 2020
Lateral-Slice Sparse Tensor Robust Principal Component Analysis for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett., 2020
IEEE Geosci. Remote. Sens. Lett., 2020
Efficient Deep Learning of Non-local Features for Hyperspectral Image Classification.
CoRR, 2020
Vehicle Detection of Multi-source Remote Sensing Data Using Active Fine-tuning Network.
CoRR, 2020
Analysis of feeding and drinking behaviors of group-reared broilers via image processing.
Comput. Electron. Agric., 2020
Hyperspectral and Panchromatic Image Fusion via Adaptive Tensor and Multi-Scale Retinex Algorithm.
IEEE Access, 2020
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020
Discriminative Semi-Supervised Generative Adversarial Network for Hyperspectral Anomaly Detection.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020
Hyperspectral Image Classification Based on Tensor-Train Convolutional Long Short-Term Memory.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020
2019
IEEE Trans. Geosci. Remote. Sens., 2019
Kernel Collaborative Representation With Local Correlation Features for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2019
Self-Paced Joint Sparse Representation for the Classification of Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens., 2019
Unsupervised Spatial-Spectral Feature Learning by 3D Convolutional Autoencoder for Hyperspectral Classification.
IEEE Trans. Geosci. Remote. Sens., 2019
Hyperspectral Image Restoration Based on Low-Rank Recovery With a Local Neighborhood Weighted Spectral-Spatial Total Variation Model.
IEEE Trans. Geosci. Remote. Sens., 2019
IEEE Trans. Geosci. Remote. Sens., 2019
IEEE Trans. Geosci. Remote. Sens., 2019
Local Spectral Similarity Preserving Regularized Robust Sparse Hyperspectral Unmixing.
IEEE Trans. Geosci. Remote. Sens., 2019
GETNET: A General End-to-End 2-D CNN Framework for Hyperspectral Image Change Detection.
IEEE Trans. Geosci. Remote. Sens., 2019
Log-Euclidean Kernel-Based Joint Sparse Representation for Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019
Image Registration With Fourier-Based Image Correlation: A Comprehensive Review of Developments and Applications.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019
A Parallel Gaussian-Bernoulli Restricted Boltzmann Machine for Mining Area Classification With Hyperspectral Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019
A Superpixel-Based Coastline Extraction Algorithm for Single-Polarized ENVISAT and ERS Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019
Unsupervised Change Detection in Multispectral Remote Sensing Images via Spectral-Spatial Band Expansion.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019
Hyperspectral and LiDAR Data Classification Using Kernel Collaborative Representation Based Residual Fusion.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019
Anomaly Detection for Hyperspectral Imagery Based on the Regularized Subspace Method and Collaborative Representation.
Remote. Sens., 2019
Anomaly Detection in Hyperspectral Imagery Based on Low-Rank Representation Incorporating a Spatial Constraint.
Remote. Sens., 2019
Hyperspectral Pansharpening Based on Homomorphic Filtering and Weighted Tensor Matrix.
Remote. Sens., 2019
A Novel Tri-Training Technique for the Semi-Supervised Classification of Hyperspectral Images Based on Regularized Local Discriminant Embedding Feature Extraction.
Remote. Sens., 2019
Hyperspectral and LiDAR Data Fusion Classification Using Superpixel Segmentation-Based Local Pixel Neighborhood Preserving Embedding.
Remote. Sens., 2019
Hyperspectral Image Super-Resolution with 1D-2D Attentional Convolutional Neural Network.
Remote. Sens., 2019
A Full-Coverage Daily Average PM<sub>2.5</sub> Retrieval Method with Two-Stage IVW Fused MODIS C6 AOD and Two-Stage GAM Model.
Remote. Sens., 2019
Efficient Probabilistic Collaborative Representation-Based Classifier for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett., 2019
Discriminative Transfer Joint Matching for Domain Adaptation in Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett., 2019
Unsupervised Manifold Alignment for Cross-Domain Classification of Remote Sensing Images.
IEEE Geosci. Remote. Sens. Lett., 2019
IEEE Geosci. Remote. Sens. Lett., 2019
Feature Extraction and Classification Based on Spatial-Spectral ConvLSTM Neural Network for Hyperspectral Images.
CoRR, 2019
GETNET: A General End-to-end Two-dimensional CNN Framework for Hyperspectral Image Change Detection.
CoRR, 2019
Discriminative Marginalized Least Squares Regression for Hyperspectral Image Classification.
Proceedings of the 10th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2019
Land Cover Changes of Bagua Island with Collaborative Representation using Multi-Temporal Satellite Images.
Proceedings of the 10th International Workshop on the Analysis of Multitemporal Remote Sensing Images, 2019
Proceedings of the 10th International Workshop on the Analysis of Multitemporal Remote Sensing Images, 2019
Multitemporal Hyperspectral Image Super-Resolution through 3D Generative Adversarial Network.
Proceedings of the 10th International Workshop on the Analysis of Multitemporal Remote Sensing Images, 2019
Multitemporal Hyperspectral Image Classification using Collaborative Representation-based Classification with Tikhonov Regularization.
Proceedings of the 10th International Workshop on the Analysis of Multitemporal Remote Sensing Images, 2019
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
Orthogonal Graph-regularized Non-negative Matrix Factorization for Hyperspectral Image Clustering.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
Feature-Level Fusion of Landsat-8 OLI-SWIR and TIR Images for Fine Burned Area Change Detection.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
Spatial Constrained Hyperspectral Reconstruction from RGB Inputs Using Dictionary Representation.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
Collaborative Classification of Hyperspectral and Lidar Data With Information Fusion and Deep Nets.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
2018
Multisource Remote Sensing Data Classification Based on Convolutional Neural Network.
IEEE Trans. Geosci. Remote. Sens., 2018
Graph-Regularized Fast and Robust Principal Component Analysis for Hyperspectral Band Selection.
IEEE Trans. Geosci. Remote. Sens., 2018
Multifeature Dictionary Learning for Collaborative Representation Classification of Hyperspectral Imagery.
IEEE Trans. Geosci. Remote. Sens., 2018
Simultaneous Spatial and Spectral Low-Rank Representation of Hyperspectral Images for Classification.
IEEE Trans. Geosci. Remote. Sens., 2018
Hyperspectral Image Classification With Imbalanced Data Based on Orthogonal Complement Subspace Projection.
IEEE Trans. Geosci. Remote. Sens., 2018
Hyperspectral Unmixing Using Sparsity-Constrained Deep Nonnegative Matrix Factorization With Total Variation.
IEEE Trans. Geosci. Remote. Sens., 2018
Tensor Low-Rank Discriminant Embedding for Hyperspectral Image Dimensionality Reduction.
IEEE Trans. Geosci. Remote. Sens., 2018
Hyperspectral Anomaly Detection Using Collaborative Representation With Outlier Removal.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018
Remote. Sens., 2018
Decision Fusion of D-InSAR and Pixel Offset Tracking for Coal Mining Deformation Monitoring.
Remote. Sens., 2018
Hyperspectral Classification Based on Texture Feature Enhancement and Deep Belief Networks.
Remote. Sens., 2018
Deep Kernel Extreme-Learning Machine for the Spectral-Spatial Classification of Hyperspectral Imagery.
Remote. Sens., 2018
Unsupervised Hyperspectral Remote Sensing Image Clustering Based on Adaptive Density.
IEEE Geosci. Remote. Sens. Lett., 2018
Hyperspectral Image Reconstruction by Latent Low-Rank Representation for Classification.
IEEE Geosci. Remote. Sens. Lett., 2018
Classification of Hyperspectral Imagery Using a New Fully Convolutional Neural Network.
IEEE Geosci. Remote. Sens. Lett., 2018
Object Tracking in Satellite Videos by Fusing the Kernel Correlation Filter and the Three-Frame-Difference Algorithm.
IEEE Geosci. Remote. Sens. Lett., 2018
Modified Tensor Locality Preserving Projection for Dimensionality Reduction of Hyperspectral Images.
IEEE Geosci. Remote. Sens. Lett., 2018
Unsupervised Feature Extraction for Hyperspectral Imagery Using Collaboration-Competition Graph.
IEEE J. Sel. Top. Signal Process., 2018
GPU-based fast hyperspectral image classification using joint sparse representation with spectral consistency constraint.
J. Real Time Image Process., 2018
Neurocomputing, 2018
Kernel Spatial-Spectral Based Multi-View Low-Rank Sparse Sbuspace Clustering for Hyperspectral Imagery.
Proceedings of the 9th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2018
Proceedings of the 9th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2018
Hyperspectral Image Classification Via Sample Expansion for Convolutional Neural Network.
Proceedings of the 9th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2018
Hyperspectral Classification Based on Siamese Neural Network Using Spectral-Spatial Feature.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
Gabor-Filtering-Based Probabilistic Collaborative Representation for Hyperspectral Image Classification.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
Spatial-spectral Based Multi-view Low-rank Sparse Sbuspace Clustering for Hyperspectral Imagery.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
Improved Random Projection with $K$-Means Clustering for Hyperspectral Image Classification.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
Unsupervised Multi-Class Change Detection in Bitemporal Multispectral Images Using Band Expansion.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
Joint Feature Extraction for Multispectral and Panchromatic Images Based on Convolutional Neural Network.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
FPGA Based Implementation of Convolutional Neural Network for Hyperspectral Classification.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
Proceedings of the 24th International Conference on Pattern Recognition, 2018
Parallel Multi-view Low-rank and Sparse Subspace Clustering for Unsupervised Hyperspectral Image Classification.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2018
2017
Robust Joint Sparse Representation Based on Maximum Correntropy Criterion for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2017
Discriminant Analysis of Hyperspectral Imagery Using Fast Kernel Sparse and Low-Rank Graph.
IEEE Trans. Geosci. Remote. Sens., 2017
Learning Sensor-Specific Spatial-Spectral Features of Hyperspectral Images via Convolutional Neural Networks.
IEEE Trans. Geosci. Remote. Sens., 2017
IEEE Trans. Geosci. Remote. Sens., 2017
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017
Firefly-Algorithm-Inspired Framework With Band Selection and Extreme Learning Machine for Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017
Hyperspectral Image Classification by Exploring Low-Rank Property in Spectral or/and Spatial Domain.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017
Multiscale Morphological Compressed Change Vector Analysis for Unsupervised Multiple Change Detection.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017
Nonlinear Classification of Multispectral Imagery Using Representation-Based Classifiers.
Remote. Sens., 2017
Supervised Sub-Pixel Mapping for Change Detection from Remotely Sensed Images with Different Resolutions.
Remote. Sens., 2017
Hyperspectral Dimensionality Reduction by Tensor Sparse and Low-Rank Graph-Based Discriminant Analysis.
Remote. Sens., 2017
Hyperspectral Image Spatial Super-Resolution via 3D Full Convolutional Neural Network.
Remote. Sens., 2017
Band Selection-Based Dimensionality Reduction for Change Detection in Multi-Temporal Hyperspectral Images.
Remote. Sens., 2017
Dimensionality Reduction of Hyperspectral Image with Graph-Based Discriminant Analysis Considering Spectral Similarity.
Remote. Sens., 2017
Locality Sensitive Discriminant Analysis for Group Sparse Representation-Based Hyperspectral Imagery Classification.
IEEE Geosci. Remote. Sens. Lett., 2017
IEEE Geosci. Remote. Sens. Lett., 2017
Subpixel Change Detection of Multitemporal Remote Sensed Images Using Variability of Endmembers.
IEEE Geosci. Remote. Sens. Lett., 2017
Hyperspectral Image Classification via Low-Rank and Sparse Representation With Spectral Consistency Constraint.
IEEE Geosci. Remote. Sens. Lett., 2017
IEEE Geosci. Remote. Sens. Lett., 2017
IEEE Geosci. Remote. Sens. Lett., 2017
Sub-Pixel Mapping Based on MAP Model and Spatial Attraction Theory for Remotely Sensed Image.
IEEE Access, 2017
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017
Fusing different levels of deep features by deep stacked neural network for hyperspectral images.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017
Learning sensor-specific features for hyperspectral images via 3-dimensional convolutional autoencoder.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017
Sparse graph embedding dimension reduction for hyperspectral image with a new spectral similarity metric.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017
2016
IEEE Trans. Geosci. Remote. Sens., 2016
Laplacian Regularized Collaborative Graph for Discriminant Analysis of Hyperspectral Imagery.
IEEE Trans. Geosci. Remote. Sens., 2016
Low-Rank Subspace Representation for Supervised and Unsupervised Classification of Hyperspectral Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016
Hyperspectral Image Classification by Fusing Collaborative and Sparse Representations.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016
An efficient radial basis function neural network for hyperspectral remote sensing image classification.
Soft Comput., 2016
Multi-Probe Based Artificial DNA Encoding and Matching Classifier for Hyperspectral Remote Sensing Imagery.
Remote. Sens., 2016
A Novel Tri-Training Technique for Semi-Supervised Classification of Hyperspectral Images Based on Diversity Measurement.
Remote. Sens., 2016
Remote Sensing Image Scene Classification Using Multi-Scale Completed Local Binary Patterns and Fisher Vectors.
Remote. Sens., 2016
Robust Hyperspectral Image Classification by Multi-Layer Spatial-Spectral Sparse Representations.
Remote. Sens., 2016
A survey on representation-based classification and detection in hyperspectral remote sensing imagery.
Pattern Recognit. Lett., 2016
Pattern Recognit. Lett., 2016
Tangent Distance-Based Collaborative Representation for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett., 2016
IEEE Geosci. Remote. Sens. Lett., 2016
IEEE Geosci. Remote. Sens. Lett., 2016
Spectral Variation Alleviation by Low-Rank Matrix Approximation for Hyperspectral Image Analysis.
IEEE Geosci. Remote. Sens. Lett., 2016
Scene classification using local and global features with collaborative representation fusion.
Inf. Sci., 2016
Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2016
Sub-pixel mapping of remotely sensed imagery based on maximum a posteriori estimation and fuzzy ARTMAP neural network.
Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2016
Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2016
Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2016
Estimating soil heavy metal concentration using hyperspectral data and weighted K-NN method.
Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2016
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016
Parallel collaborative representation for hyperspectral image classification on GPUs.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016
Integrating spectral and spatial information into deep convolutional Neural Networks for hyperspectral classification.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016
How to fully explore the low-rank property for data recovery of hyperspectral images.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016
Extended multi-structure local binary pattern for high-resolution image scene classification.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016
2015
Low-Rank Subspace Representation for Estimating the Number of Signal Subspaces in Hyperspectral Imagery.
IEEE Trans. Geosci. Remote. Sens., 2015
IEEE Trans. Geosci. Remote. Sens., 2015
Local Binary Patterns and Extreme Learning Machine for Hyperspectral Imagery Classification.
IEEE Trans. Geosci. Remote. Sens., 2015
GPU Parallel Implementation of Support Vector Machines for Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015
Equivalent-Sparse Unmixing Through Spatial and Spectral Constrained Endmember Selection From an Image-Derived Spectral Library.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015
Remote. Sens., 2015
Remote. Sens., 2015
Pattern Recognit., 2015
IEEE Geosci. Remote. Sens. Lett., 2015
Hyperspectral Image Classification Using Weighted Joint Collaborative Representation.
IEEE Geosci. Remote. Sens. Lett., 2015
Semisupervised Discriminant Analysis for Hyperspectral Imagery With Block-Sparse Graph.
IEEE Geosci. Remote. Sens. Lett., 2015
Collaborative-Representation-Based Nearest Neighbor Classifier for Hyperspectral Imagery.
IEEE Geosci. Remote. Sens. Lett., 2015
Kernel Collaborative Representation With Tikhonov Regularization for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett., 2015
Hyperspectral image segmentation with low-rank representation and spectral clustering.
Proceedings of the 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2015
Proceedings of the 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2015
Hyperspectral image classification using multiple features and nearest regularized subspace.
Proceedings of the 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2015
Proceedings of the 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2015
Representation-based classification for hyperspectral imagery: An elastic net regularization approach.
Proceedings of the 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2015
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015
Proceedings of the IEEE China Summit and International Conference on Signal and Information Processing, 2015
2014
IEEE Trans. Geosci. Remote. Sens., 2014
IEEE Trans. Geosci. Remote. Sens., 2014
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014
Joint Within-Class Collaborative Representation for Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014
Gabor-Filtering-Based Nearest Regularized Subspace for Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014
Estimation of number of signal subspaces in hyperspectral imagery using low-rank subspace representation.
Proceedings of the 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2014
Dimensionality reduction of hyperspectral imagery with sparse and collaborative graphs.
Proceedings of the 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2014
Collaborative representation based k-nearest neighbor classifier for hyperspectral imagery.
Proceedings of the 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2014
Joint sparse and collaborative representation for target detection in hyperspectral imagery.
Proceedings of the 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2014
Hyperspectral image classification based on spectra derivative features and locality preserving analysis.
Proceedings of the IEEE China Summit & International Conference on Signal and Information Processing, 2014
Proceedings of the IEEE China Summit & International Conference on Signal and Information Processing, 2014
Decision fusion for hyperspectral image classification based on minimum-distance classifiers in thewavelet domain.
Proceedings of the IEEE China Summit & International Conference on Signal and Information Processing, 2014
2013
A Partially Supervised Approach for Detection and Classification of Buried Radioactive Metal Targets Using Electromagnetic Induction Data.
IEEE Trans. Geosci. Remote. Sens., 2013
Reconstruction From Random Projections of Hyperspectral Imagery With Spectral and Spatial Partitioning.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2013
A Comparative Study on Linear Regression-Based Noise Estimation for Hyperspectral Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2013
Multi-Modal and Multi-Temporal Data Fusion: Outcome of the 2012 GRSS Data Fusion Contest.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2013
Using High-Resolution Airborne and Satellite Imagery to Assess Crop Growth and Yield Variability for Precision Agriculture.
Proc. IEEE, 2013
Optimized maximum noise fraction for dimensionality reduction of Chinese HJ-1A hyperspectral data.
EURASIP J. Adv. Signal Process., 2013
Proceedings of the 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2013
Multiscale spectral-spatial hyperspectral classification using Multilinear PCA and contourlet transform.
Proceedings of the 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2013
Ant colony optimization for supervised and unsupervised hyperspectral band selection.
Proceedings of the 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2013
Proceedings of the 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2013
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013
Unsupervised nearest regularized subspace for anomaly detection in hyperspectral imagery.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013
2012
IEEE Trans. Image Process., 2012
Particle Swarm Optimization-Based Hyperspectral Dimensionality Reduction for Urban Land Cover Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2012
A Hybrid Approach for Building Extraction From Spaceborne Multi-Angular Optical Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2012
Multi-Modal Change Detection, Application to the Detection of Flooded Areas: Outcome of the 2009-2010 Data Fusion Contest.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2012
Hyperspectral Unmixing Overview: Geometrical, Statistical, and Sparse Regression-Based Approaches.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2012
IEEE Geosci. Remote. Sens. Lett., 2012
Proceedings of the 4th Workshop on Hyperspectral Image and Signal Processing, 2012
Proceedings of the 4th Workshop on Hyperspectral Image and Signal Processing, 2012
Proceedings of the 4th Workshop on Hyperspectral Image and Signal Processing, 2012
Proceedings of the 4th Workshop on Hyperspectral Image and Signal Processing, 2012
Noise-adjusted subspace linear discriminant analysis for hyperspectral-image classification.
Proceedings of the 4th Workshop on Hyperspectral Image and Signal Processing, 2012
Proceedings of the 4th Workshop on Hyperspectral Image and Signal Processing, 2012
Proceedings of the 4th Workshop on Hyperspectral Image and Signal Processing, 2012
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012
2011
IEEE Trans. Geosci. Remote. Sens., 2011
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2011
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2011
Foreword to the Special Issue on High Performance Computing in Earth Observation and Remote Sensing.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2011
IEEE Geosci. Remote. Sens. Lett., 2011
IEEE Geosci. Remote. Sens. Lett., 2011
Semisupervised Band Clustering for Dimensionality Reduction of Hyperspectral Imagery.
IEEE Geosci. Remote. Sens. Lett., 2011
Proceedings of the 3rd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2011
Tensor factorization and continous wavelet transform for model-free single-frame blind image deconvolution.
Proceedings of the 7th International Symposium on Image and Signal Processing and Analysis, 2011
Applying spectral unmixing and support vector machine to airborne hyperspectral imagery for detecting giant reed.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011
Particle swarm optimization-based dimensionality reduction for hyperspectral image classification.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011
Detection and classification of buried radioactive-metal objects using wideband EMI data.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011
Random-projection-based dimensionality reduction and decision fusion for hyperspectral target detection.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011
Proceedings of the 17th IEEE International Conference on Parallel and Distributed Systems, 2011
2010
IEEE Trans. Geosci. Remote. Sens., 2010
Decision Fusion on Supervised and Unsupervised Classifiers for Hyperspectral Imagery.
IEEE Geosci. Remote. Sens. Lett., 2010
Nonlinear Spectral Mixture Analysis for Hyperspectral Imagery in an Unknown Environment.
IEEE Geosci. Remote. Sens. Lett., 2010
Optical Flow and Principal Component Analysis-Based Motion Detection in Outdoor Videos.
EURASIP J. Adv. Signal Process., 2010
Spectral unmixing of airborne hyperspectral imagery for mapping giant reed infestations.
Proceedings of the 2nd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2010
Virtual dimensionality estimation for hyperspectral imagery with a fractal-based method.
Proceedings of the 2nd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2010
Weighted decision fusion for supervised and unsupervised hyperspectral image classification.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010
On the performance of random-projection-based dimensionality reduction for endmember extraction.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010
Proceedings of the IEEE International Conference on Acoustics, 2010
2009
On the Impact of Atmospheric Correction on Lossy Compression of Multispectral and Hyperspectral Imagery.
IEEE Trans. Geosci. Remote. Sens., 2009
Pattern Recognit., 2009
Segmented Principal Component Analysis for Parallel Compression of Hyperspectral Imagery.
IEEE Geosci. Remote. Sens. Lett., 2009
Fast real-time onboard processing of hyperspectral imagery for detection and classification.
J. Real Time Image Process., 2009
Dependent component analysis for blind restoration of images degraded by turbulent atmosphere.
Neurocomputing, 2009
Proceedings of the First Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2009
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009
High Performance Computing for Hyperspectral Image Analysis: Perspective and State-of-the-art.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009
Classification Performance of Random-projection-based Dimensionality Reduction of Hyperspectral Imagery.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009
2008
IEEE Geosci. Remote. Sens. Lett., 2008
Automated Target Detection and Discrimination Using Constrained Kurtosis Maximization.
IEEE Geosci. Remote. Sens. Lett., 2008
IEEE Geosci. Remote. Sens. Lett., 2008
Int. J. High Perform. Comput. Appl., 2008
Dimensionality Reduction and Linear Discriminant Analysis for Hyperspectral Image Classification.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2008
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008
2007
IEEE Trans. Geosci. Remote. Sens., 2007
Unsupervised real-time constrained linear discriminant analysis to hyperspectral image classification.
Pattern Recognit., 2007
IEEE Geosci. Remote. Sens. Lett., 2007
IEEE Geosci. Remote. Sens. Lett., 2007
IEEE Geosci. Remote. Sens. Lett., 2007
Implementation of Low-Complexity Principal Component Analysis for Remotely Sensed Hyperspectral-Image Compression.
Proceedings of the IEEE Workshop on Signal Processing Systems, 2007
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007
2006
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2006
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2006
Proceedings of the International Conference on Image Processing, 2006
Proceedings of the International Conference on Image Processing, 2006
Proceedings of the Hyperspectral Data Compression, 2006
2005
Implementation of real-time constrained linear discriminant analysis to remote sensing image classification.
Pattern Recognit., 2005
Noise-Adjusted Principle Component Analysis For Hyperspectral Remotely Sensed Imagery Visualization.
Proceedings of the 16th IEEE Visualization Conference, 2005
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2005
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2005
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2005
2004
A signal-decomposed and interference-annihilated approach to hyperspectral target detection.
IEEE Trans. Geosci. Remote. Sens., 2004
IEEE Trans. Geosci. Remote. Sens., 2004
IEEE Trans. Geosci. Remote. Sens., 2004
Independent Component Analysis for Classifying Multispectral Images with Dimensionality Limitation.
Int. J. Inf. Acquis., 2004
Proceedings of the 2004 IEEE International Geoscience and Remote Sensing Symposium, 2004
Proceedings of the 2004 IEEE International Geoscience and Remote Sensing Symposium, 2004
Proceedings of the 2004 IEEE International Geoscience and Remote Sensing Symposium, 2004
Optimal siting of hydrological monitoring stations with respect to remote sensing-based geo-environmental patterns.
Proceedings of the 2004 IEEE International Geoscience and Remote Sensing Symposium, 2004
2003
A comparative study for orthogonal subspace projection and constrained energy minimization.
IEEE Trans. Geosci. Remote. Sens., 2003
Real-time constrained linear discriminant analysis to target detection and classification in hyperspectral imagery.
Pattern Recognit., 2003
Adaptive Gaussian mixture estimation and its application to unsupervised classification of remotely sensed images.
Proceedings of the 2003 IEEE International Geoscience and Remote Sensing Symposium, 2003
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003
2002
Constrained weighted least squares approaches for target detection and classification in hyperspectral imagery.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2002
A study between orthogonal subspace projection and generalized likelihood ratio test in hyperspectral image analysis.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2002
Real-time VLSI architecture for hyperspectral image classification using the constrained linear discriminant algorithm.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2002
2001
A linear constrained distance-based discriminant analysis for hyperspectral image classification.
Pattern Recognit., 2001
1999
A joint band prioritization and band-decorrelation approach to band selection for hyperspectral image classification.
IEEE Trans. Geosci. Remote. Sens., 1999
IEEE Trans. Geosci. Remote. Sens., 1999
An interference rejection-based radial basis function neural network for hyperspectral image classification.
Proceedings of the International Joint Conference Neural Networks, 1999