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Viewing Publication 1 - 100 from 113

2024

HyperMLP: Superpixel Prior and Feature Aggregated Perceptron Networks for Hyperspectral and LiDAR Hybrid ClassificationJiaojiao Li 0001, Yuzhe Liu, Rui Song 0003, Wei Li 0032, Yunsong Li, Qian Du 0001. tgrs, 62:1-14, 2024. [doi]

SCFormer: Spectral Coordinate Transformer for Cross-Domain Few-Shot Hyperspectral Image ClassificationJiaojiao Li 0001, Zhiyuan Zhang, Rui Song 0003, Yunsong Li, Qian Du 0001. TIP, 33:840-855, 2024. [doi]

PCViT: A Pyramid Convolutional Vision Transformer Detector for Object Detection in Remote-Sensing ImageryJiaojiao Li 0001, Penghao Tian, Rui Song 0003, Haitao Xu, Yunsong Li, Qian Du 0001. tgrs, 62:1-15, 2024. [doi]

Graph Information Aggregation Cross-Domain Few-Shot Learning for Hyperspectral Image ClassificationYuxiang Zhang 0005, Wei Li 0032, Mengmeng Zhang, Shuai Wang, Ran Tao 0003, Qian Du 0001. tnn, 35(2):1912-1925, February 2024. [doi]

Feature Dimensionality Reduction With L2,p-Norm-Based Robust Embedding Regression for Classification of Hyperspectral ImagesYang-Jun Deng, Meng-Long Yang, Heng-Chao Li, Chen-Feng Long, Kui Fang, Qian Du 0001. tgrs, 62:1-14, 2024. [doi]

Degradation Aware Unfolding Network for Spectral Super-ResolutionSongcheng Du, Yihong Leng, Xinyi Liang, Jiaojiao Li 0001, Wei Liu, Qian Du 0001. lgrs, 21:1-5, 2024. [doi]

Foundation Model-Based Multimodal Remote Sensing Data ClassificationXin He, Yushi Chen, Lingbo Huang, Danfeng Hong, Qian Du 0001. tgrs, 62:1-17, 2024. [doi]

Hybrid Convolutional and Attention Network for Hyperspectral Image DenoisingShuai Hu, Feng Gao 0005, Xiaowei Zhou, Junyu Dong, Qian Du 0001. lgrs, 21:1-5, 2024. [doi]

Adversarial Domain Adaptation Network With Calibrated Prototype and Dynamic Instance Convolution for Hyperspectral Image ClassificationYi Huang, Jiangtao Peng, Genwei Zhang, Weiwei Sun 0005, Na Chen, Qian Du 0001. tgrs, 62:1-13, 2024. [doi]

MMIF: Interpretable Hyperspectral and Multispectral Image Fusion via Maximum Mutual InformationYunsong Li, Wen-jin Guo, Weiying Xie, Tao Jiang 0031, Qian Du 0001. tgrs, 62:1-13, 2024. [doi]

Semi-Supervised Dynamic Ensemble Learning With Balancing Diversity and Consistency for Hyperspectral Image ClassificationHongliang Lu, Hongjun Su, Pan Zheng, Yihan Gao, Hengyi Zheng, Zhaohui Xue, Weiwei Sun 0005, Qian Du 0001. tgrs, 62:1-16, 2024. [doi]

Domain Invariant and Compact Prototype Contrast Adaptation for Hyperspectral Image ClassificationYujie Ning, Jiangtao Peng, Quanyong Liu, Weiwei Sun 0005, Qian Du 0001. tgrs, 62:1-14, 2024. [doi]

Feature Mutual Representation-Based Graph Domain Adaptive Network for Unsupervised Hyperspectral Change DetectionJiahui Qu, Jingyu Zhao 0011, Wenqian Dong, Song Xiao 0001, Yunsong Li, Qian Du 0001. tgrs, 62:1-14, 2024. [doi]

A Spatio-Spectral Fusion Method for Hyperspectral Images Using Residual Hyper-Dense NetworkJiahui Qu, Zhangchun Xu, Wenqian Dong, Song Xiao 0001, Yunsong Li, Qian Du 0001. tnn, 35(2):2235-2249, February 2024. [doi]

Multifrequency Graph Convolutional Network With Cross-Modality Mutual Enhancement for Multisource Remote Sensing Data ClassificationJin-Yu Yang, Heng-Chao Li, Jing-Hua Yang, Lei Pan 0003, Qian Du 0001, Antonio Plaza. tgrs, 62:1-14, 2024. [doi]

MarsMapNet: A Novel Superpixel-Guided Multiview Feature Fusion Network for Efficient Martian Landform MappingHui Zhao, Sicong Liu 0001, Xiaohua Tong, Qian Du 0001, Lorenzo Bruzzone, Kecheng Du, Jie Zhang, Xuanning Lu. tgrs, 62:1-16, 2024. [doi]

2023

A Semantic Transferred Priori for Hyperspectral Target Detection With Spatial-Spectral AssociationJie Lei 0001, Simin Xu, Weiying Xie, Jiaqing Zhang, Yunsong Li, Qian Du 0001. tgrs, 61:1-14, 2023. [doi]

Class-Specific Autoaugment Architecture Based on Schmidt Mathematical Theory for Imbalanced Hyperspectral ClassificationJiaojiao Li 0001, Yan Diao, Rui Song 0003, Bobo Xi, Yunsong Li, Qian Du 0001. tgrs, 61:1-15, 2023. [doi]

Spectral Variability Bayesian Unmixing for Hyperspectral Sequence in Wavelet DomainHongyi Liu 0001, Youkang Lu, Zebin Wu 0001, Qian Du 0001, Jocelyn Chanussot, Zhihui Wei. tgrs, 61:1-19, 2023. [doi]

Physical Knowledge-Enhanced Deep Neural Network for Sea Surface Temperature PredictionYuxin Meng 0003, Feng Gao 0005, Eric Rigall, Ran Dong, Junyu Dong, Qian Du 0001. tgrs, 61:1-13, 2023. [doi]

Multiview Spatial-Spectral Two-Stream Network for Hyperspectral Image UnmixingLin Qi 0004, Zhenwei Chen, Feng Gao 0005, Junyu Dong, Xinbo Gao 0001, Qian Du 0001. tgrs, 61:1-16, 2023. [doi]

Semantic Segmentation Network for Classification of Hyperspectral Images With Small Size SamplesLi Ma 0005, Shuyue Li, Zhiyong Zhou, Yafeng Yao, Qian Du 0001. lgrs, 20:1-5, 2023. [doi]

Single-Source Domain Expansion Network for Cross-Scene Hyperspectral Image ClassificationYuxiang Zhang 0005, Wei Li 0032, Weidong Sun, Ran Tao 0003, Qian Du 0001. TIP, 32:1498-1512, 2023. [doi]

A survey on hyperspectral image restoration: from the view of low-rank tensor approximationNa Liu 0014, Wei Li 0032, Yinjian Wang, Ran Tao 0003, Qian Du 0001, Jocelyn Chanussot. chinaf, 66(4), April 2023. [doi]

Convolution and Attention Mixer for Synthetic Aperture Radar Image Change DetectionHaopeng Zhang 0016, Zijing Lin, Feng Gao 0005, Junyu Dong, Qian Du 0001, Heng-Chao Li. lgrs, 20:1-5, 2023. [doi]

Asymmetric Feature Fusion Network for Hyperspectral and SAR Image ClassificationWei Li 0032, Yunhao Gao, Mengmeng Zhang, Ran Tao 0003, Qian Du 0001. tnn, 34(10):8057-8070, October 2023. [doi]

Integrated Spatio-Spectral-Temporal Fusion via Anisotropic Sparsity Constrained Low-Rank Tensor ApproximationWei Li 0032, Yinjian Wang, Na Liu 0014, Chenchao Xiao, Zhiwei Sun, Qian Du 0001. tgrs, 61:1-16, 2023. [doi]

Filter Pruning via Learned Representation Median in the Frequency DomainXin Zhang 0092, Weiying Xie, Yunsong Li, Jie Lei 0001, Qian Du 0001. tcyb, 53(5):3165-3175, May 2023. [doi]

Unsupervised Dimensionality Reduction With Multifeature Structure Joint Preserving Embedding for Hyperspectral ImageryKai Chen, Guoguo Yang, Jing Wang 0087, Qian Du 0001, Hongjun Su. staeors, 16:7585-7599, 2023. [doi]

t-Linear Tensor Subspace Learning for Robust Feature Extraction of Hyperspectral ImagesYang-Jun Deng, Heng-Chao Li, Siqiao Tan, Junhui Hou, Qian Du 0001, Antonio Plaza. tgrs, 61:1-15, 2023. [doi]

Unmixing-Guided Convolutional Transformer for Spectral ReconstructionShiyao Duan, Jiaojiao Li, Rui Song 0003, Yunsong Li, Qian Du 0001. remotesensing, 15(10):2619, 2023. [doi]

Hyperspectral Anomaly Detection Based on Chessboard TopologyLianRu Gao, Xiaotong Sun, Xu Sun 0005, Lina Zhuang, Qian Du 0001, Bing Zhang 0001. tgrs, 61:1-16, 2023. [doi]

CBFF-Net: A New Framework for Efficient and Accurate Hyperspectral Object TrackingLong Gao, Pan Liu, Yan Jiang, Weiying Xie, Jie Lei 0001, Yunsong Li, Qian Du 0001. tgrs, 61:1-14, 2023. [doi]

Early-Season Mapping of Winter Wheat and Garlic in Huaihe Basin Using Sentinel-1/2 and Landsat-7/8 ImageryYan Guo, Haoming Xia, Xiaoyang Zhao, Longxin Qiao, Qian Du 0001, Yaochen Qin. staeors, 16:8809-8817, 2023. [doi]

Pyramidal Dilation Attention Convolutional Network With Active and Self-Paced Learning for Hyperspectral Image ClassificationWenhui Hou, Na Chen, Jiangtao Peng, Weiwei Sun 0005, Qian Du 0001. staeors, 16:1503-1518, 2023. [doi]

A Model-Driven Deep Mixture Network for Robust Hyperspectral Anomaly DetectionYunsong Li, Kai Jiang, Weiying Xie, Jie Lei 0001, Xin Zhang 0092, Qian Du 0001. tgrs, 61:1-16, 2023. [doi]

Sal²RN: A Spatial-Spectral Salient Reinforcement Network for Hyperspectral and LiDAR Data Fusion ClassificationJiaojiao Li, Yuzhe Liu, Rui Song 0003, Yunsong Li, Kailiang Han, Qian Du 0001. tgrs, 61:1-14, 2023. [doi]

MFormer: Taming Masked Transformer for Unsupervised Spectral ReconstructionJiaojiao Li, Yihong Leng, Rui Song 0003, Wei Li 0032, Yunsong Li, Qian Du 0001. tgrs, 61:1-12, 2023. [doi]

Few-Shot Hyperspectral Image Classification With Self-Supervised LearningZhaokui Li, Hui Guo, Yushi Chen, Cuiwei Liu, Qian Du 0001, Zhuoqun Fang, Yan Wang. tgrs, 61:1-17, 2023. [doi]

Supervised Contrastive Learning-Based Unsupervised Domain Adaptation for Hyperspectral Image ClassificationZhaokui Li, Qiang Xu, Li Ma 0005, Zhuoqun Fang, Yan Wang, Wenqiang He, Qian Du 0001. tgrs, 61:1-17, 2023. [doi]

Superpixel-Based Weighted Sparse Regression and Spectral Similarity Constrained for Hyperspectral UnmixingYao Liang, Hengyi Zheng, Guoguo Yang, Qian Du 0001, Hongjun Su. staeors, 16:6825-6842, 2023. [doi]

SS-MAE: Spatial-Spectral Masked Autoencoder for Multisource Remote Sensing Image ClassificationJunyan Lin, Feng Gao 0005, Xiaochen Shi, Junyu Dong, Qian Du 0001. tgrs, 61:1-14, 2023. [doi]

Category-Specific Prototype Self-Refinement Contrastive Learning for Few-Shot Hyperspectral Image ClassificationQuanyong Liu, Jiangtao Peng, Na Chen, Weiwei Sun 0005, Yujie Ning, Qian Du 0001. tgrs, 61:1-16, 2023. [doi]

Refined Prototypical Contrastive Learning for Few-Shot Hyperspectral Image ClassificationQuanyong Liu, Jiangtao Peng, Yujie Ning, Na Chen, Weiwei Sun 0005, Qian Du 0001, Yicong Zhou. tgrs, 61:1-14, 2023. [doi]

A Probabilistic Sample Boosting Approach With Adaptive Representation Coefficient Consistency for China Coastal Wetland Land Cover Classification Using GF-5 Hyperspectral ImageryHongliang Lu, Hongjun Su, Pan Zheng, Yihan Gao, Hengyi Zheng, Weiwei Sun 0005, Qian Du 0001. tgrs, 61:1-18, 2023. [doi]

Spectral Correlation-Based Diverse Band Selection for Hyperspectral Image ClassificationMingyang Ma, Shaohui Mei, Fan Li 0003, Yaoyang Ge, Qian Du 0001. tgrs, 61:1-13, 2023. [doi]

Fully Tensorized Convolutional Long Short-Term Memory for Hyperspectral Image ClassificationTian-yu Ma, Heng-Chao Li, Yu-Bang Zheng, Qian Du 0001. whispers 2023: 1-5 [doi]

Contrastive Learning Based on Category Matching for Domain Adaptation in Hyperspectral Image ClassificationYujie Ning, Jiangtao Peng, Quanyong Liu, Yi Huang, Weiwei Sun 0005, Qian Du 0001. tgrs, 61:1-14, 2023. [doi]

Multiscale Adaptive Fusion Network for Hyperspectral Image DenoisingHaodong Pan, Feng Gao 0005, Junyu Dong, Qian Du 0001. staeors, 16:3045-3059, 2023. [doi]

Weakly supervised adversarial learning via latent space for hyperspectral target detectionHaonan Qin, Weiying Xie, Yunsong Li, Kai Jiang, Jie Lei 0001, Qian Du 0001. PR, 135:109125, 2023. [doi]

An Interpretable Unsupervised Unrolling Network for Hyperspectral PansharpeningJiahui Qu, Wenqian Dong, Yunsong Li, Shaoxiong Hou, Qian Du 0001. tcyb, 53(12):7943-7956, December 2023. [doi]

Spectral-Spatial Morphological Attention Transformer for Hyperspectral Image ClassificationSwalpa Kumar Roy, Ankur Deria, Chiranjibi Shah, Juan Mario Haut, Qian Du 0001, Antonio Plaza. tgrs, 61:1-15, 2023. [doi]

Attention Aware Generative Adversarial Network for Hyperspectral Image ClassificationChiranjibi Shah, Qian Du 0001. whispers 2023: 1-5 [doi]

Hyperspectral Image Classification of Agricultural Tillage Practices Using Spatial-aware Collaborative RepresentationChiranjibi Shah, Qian Du 0001. agro-geoinformatics 2023: 1-6 [doi]

Probabilistic Collaborative Representation Based Ensemble Learning for Classification of Wetland Hyperspectral ImageryHongjun Su, Fu Shao, Yihan Gao, HuiHui Zhang, Weiwei Sun 0005, Qian Du 0001. tgrs, 61:1-17, 2023. [doi]

Hyperspectral and SAR Image Classification via Multiscale Interactive Fusion NetworkJunjie Wang, Wei Li 0032, Yunhao Gao, Mengmeng Zhang, Ran Tao 0003, Qian Du 0001. tnn, 34(12):10823-10837, December 2023. [doi]

Nearest Neighbor-Based Contrastive Learning for Hyperspectral and LiDAR Data ClassificationMeng Wang, Feng Gao 0005, Junyu Dong, Heng-Chao Li, Qian Du 0001. tgrs, 61:1-16, 2023. [doi]

RepCPSI: Coordinate-Preserving Proximity Spectral Interaction Network With Reparameterization for Lightweight Spectral Super-ResolutionChaoxiong Wu, Jiaojiao Li, Rui Song 0003, Yunsong Li, Qian Du 0001. tgrs, 61:1-13, 2023. [doi]

Semisupervised Cross-Scale Graph Prototypical Network for Hyperspectral Image ClassificationBobo Xi, Jiaojiao Li 0001, Yunsong Li, Rui Song 0003, Yuchao Xiao, Qian Du 0001, Jocelyn Chanussot. tnn, 34(11):9337-9351, November 2023. [doi]

Semantic and spatial-spectral feature fusion transformer network for the classification of hyperspectral imageErxin Xie, Na Chen, Jiangtao Peng, Weiwei Sun 0005, Qian Du 0001, Xinge You. caaitrit, 8(4):1308-1322, December 2023. [doi]

Saliency-Guided Collaborative-Competitive Representation for Hyperspectral Anomaly DetectionYufan Yang, Hongjun Su, Zhaoyue Wu, Qian Du 0001. staeors, 16:6843-6859, 2023. [doi]

Two-Branch Deeper Graph Convolutional Network for Hyperspectral Image ClassificationLinzhou Yu, Jiangtao Peng, Na Chen, Weiwei Sun 0005, Qian Du 0001. tgrs, 61:1-14, 2023. [doi]

Morphological Transformation and Spatial-Logical Aggregation for Tree Species Classification Using Hyperspectral ImageryMengmeng Zhang, Wei Li 0032, Xudong Zhao 0003, Huan Liu, Ran Tao 0003, Qian Du 0001. tgrs, 61:1-12, 2023. [doi]

Hyperspectral and LiDAR Data Classification Based on Structural Optimization TransmissionMengmeng Zhang, Wei Li 0032, Yuxiang Zhang 0005, Ran Tao 0003, Qian Du 0001. tcyb, 53(5):3153-3164, May 2023. [doi]

SuperYOLO: Super Resolution Assisted Object Detection in Multimodal Remote Sensing ImageryJiaqing Zhang, Jie Lei 0001, Weiying Xie, Zhenman Fang, Yunsong Li, Qian Du 0001. tgrs, 61:1-15, 2023. [doi]

Adaptive Hypergraph Regularized Multilayer Sparse Tensor Factorization for Hyperspectral UnmixingPan Zheng, Hongjun Su, Hongliang Lu, Qian Du 0001. tgrs, 61:1-18, 2023. [doi]

Learning-Based Optimization of Hyperspectral Band Selection for ClassificationCemre Ömer Ayna, Robiulhossain Mdrafi, Qian Du 0001, Ali Cafer Gürbüz. remotesensing, 15(18):4460, September 2023. [doi]

2022

A Shallow-to-Deep Feature Fusion Network for VHR Remote Sensing Image ClassificationSicong Liu 0001, Yongjie Zheng, Qian Du 0001, Lorenzo Bruzzone, Alim Samat, Xiaohua Tong, Yanmin Jin, Chao Wang 0092. tgrs, 60:1-13, 2022. [doi]

Multigraph-Based Low-Rank Tensor Approximation for Hyperspectral Image RestorationNa Liu 0014, Wei Li 0032, Ran Tao 0003, Qian Du 0001, Jocelyn Chanussot. tgrs, 60:1-14, 2022. [doi]

Rank-Aware Generative Adversarial Network for Hyperspectral Band SelectionXin Zhang 0092, Weiying Xie, Yunsong Li, Jie Lei 0001, Qian Du 0001, Geng Yang. tgrs, 60:1-12, 2022. [doi]

Context-Aware Guided Attention Based Cross-Feedback Dense Network for Hyperspectral Image Super-ResolutionWenqian Dong, Jiahui Qu, Tongzhen Zhang, Yunsong Li, Qian Du 0001. tgrs, 60:1-14, 2022. [doi]

Generative Dual-Adversarial Network With Spectral Fidelity and Spatial Enhancement for Hyperspectral PansharpeningWenqian Dong, Shaoxiong Hou, Song Xiao 0001, Jiahui Qu, Qian Du 0001, Yunsong Li. tnn, 33(12):7303-7317, 2022. [doi]

MS-HLMO: Multiscale Histogram of Local Main Orientation for Remote Sensing Image RegistrationChenzhong Gao, Wei Li 0032, Ran Tao 0003, Qian Du 0001. tgrs, 60:1-14, 2022. [doi]

Self-Balancing Dictionary Learning for Relaxed Collaborative Representation of Hyperspectral Image ClassificationYihan Gao, Hongjun Su, Hongliang Lu, Qian Du 0001. tgrs, 60:1-18, 2022. [doi]

A Dual Global-Local Attention Network for Hyperspectral Band SelectionKe He, Weiwei Sun 0005, Gang Yang 0006, Xiangchao Meng, Kai Ren 0003, Jiangtao Peng, Qian Du 0001. tgrs, 60:1-13, 2022. [doi]

Two-Branch Attention Adversarial Domain Adaptation Network for Hyperspectral Image ClassificationYi Huang, Jiangtao Peng, Weiwei Sun 0005, Na Chen, Qian Du 0001, Yujie Ning, Han Su. tgrs, 60:1-13, 2022. [doi]

Weakly Supervised Discriminative Learning With Spectral Constrained Generative Adversarial Network for Hyperspectral Anomaly DetectionTao Jiang, Weiying Xie, Yunsong Li, Jie Lei, Qian Du 0001. tnn, 33(11):6504-6517, 2022. [doi]

Boundary Extraction Constrained Siamese Network for Remote Sensing Image Change DetectionJie Lei, Yijie Gu, Weiying Xie, Yunsong Li, Qian Du 0001. tgrs, 60:1-13, 2022. [doi]

Spatial-Spectral Cross-Correlation Embedded Dual-Transfer Network for Object Tracking Using Hyperspectral VideosJie Lei, Pan Liu, Weiying Xie, Long Gao, Yunsong Li, Qian Du 0001. remotesensing, 14(15):3512, 2022. [doi]

A Triplet Semisupervised Deep Network for Fusion Classification of Hyperspectral and LiDAR DataJiaojiao Li, Yinle Ma, Rui Song 0003, Bobo Xi, Danfeng Hong, Qian Du 0001. tgrs, 60:1-13, 2022. [doi]

A Stepwise Domain Adaptive Segmentation Network With Covariate Shift Alleviation for Remote Sensing ImageryJiaojiao Li, Shunyao Zi, Rui Song 0003, Yunsong Li, Yinlin Hu, Qian Du 0001. tgrs, 60:1-15, 2022. [doi]

HASIC-Net: Hybrid Attentional Convolutional Neural Network With Structure Information Consistency for Spectral Super-Resolution of RGB ImagesJiaojiao Li, Songcheng Du, Rui Song 0003, Chaoxiong Wu, Yunsong Li, Qian Du 0001. tgrs, 60:1-15, 2022. [doi]

Dual-Frequency Autoencoder for Anomaly Detection in Transformed Hyperspectral ImageryYidan Liu, Weiying Xie, Yunsong Li, Zan Li, Qian Du 0001. tgrs, 60:1-13, 2022. [doi]

Weighted Residual Dynamic Ensemble Learning for Hyperspectral Image ClassificationHongliang Lu, Hongjun Su, Pan Zheng, Yihan Gao, Qian Du 0001. staeors, 15:6912-6927, 2022. [doi]

Dynamic Ensemble Learning With Multi-View Kernel Collaborative Subspace Clustering for Hyperspectral Image ClassificationHongliang Lu, Hongjun Su, Jun Hu, Qian Du 0001. staeors, 15:2681-2695, 2022. [doi]

Learning hyperspectral images from RGB images via a coarse-to-fine CNNShaohui Mei, Yunhao Geng, Junhui Hou, Qian Du 0001. chinaf, 65(5):1-14, 2022. [doi]

HTD-VIT: Spectral-Spatial Joint Hyperspectral Target Detection with Vision TransformerHaonan Qin, Weiying Xie, Yunsong Li, Qian Du 0001. igarss 2022: 1967-1970 [doi]

Collaborative-Competitive Representation with Spatial Regularization for Hyperspectral Anomaly DetectionChiranjibi Shah, Qian Du 0001. igarss 2022: 1253-1256 [doi]

Laplacian Regularized Spatial-Aware Collaborative Competitive Representation for Hyperspectral Dimensionality ReductionChiranjibi Shah, Qian Du 0001. igarss 2022: 1732-1735 [doi]

Hyperspectral Image Classification Using Hierarchical Spatial-Spectral TransformerChao Song, Shaohui Mei, Mingyang Ma, Fulin Xu, Yifan Zhang 0006, Qian Du 0001. igarss 2022: 3584-3587 [doi]

Diversity-Driven Multikernel Collaborative Representation Ensemble for Hyperspectral Image ClassificationHongjun Su, Yuzheng Hu, Hongliang Lu, Weiwei Sun 0005, Qian Du 0001. staeors, 15:2861-2876, 2022. [doi]

Superpixel-Based Relaxed Collaborative Representation With Band Weighting for Hyperspectral Image ClassificationHongjun Su, Yihan Gao, Qian Du 0001. tgrs, 60:1-16, 2022. [doi]

Corrections to "Multiscale Context-Aware Ensemble Deep KELM for Efficient Hyperspectral Image Classification"Bobo Xi, Jiaojiao Li, Yunsong Li, Rui Song 0003, Weiwei Sun 0005, Qian Du 0001. tgrs, 60:1, 2022. [doi]

Extended Collaborative Representation-Based Hyperspectral Imagery ClassificationBobo Xie, Shaohui Mei, Ge Zhang, Yifan Zhang 0006, Yan Feng, Qian Du 0001. lgrs, 19:1-5, 2022. [doi]

Spectral Variation Augmented Representation for Hyperspectral Imagery Classification With Few Labeled SamplesBobo Xie, Yifan Zhang 0006, Shaohui Mei, Ge Zhang, Yan Feng, Qian Du 0001. tgrs, 60:1-12, 2022. [doi]

A Deep Multiscale Pyramid Network Enhanced With Spatial-Spectral Residual Attention for Hyperspectral Image Change DetectionYufei Yang, Jiahui Qu, Song Xiao, Wenqian Dong, Yunsong Li, Qian Du 0001. tgrs, 60:1-13, 2022. [doi]

A Novel Cross-Scale Octave Network for Hyperspectral and Multispectral Image FusionTianming Zhan, Zuolin Bi, Huapeng Wu, Chao Xu, Qian Du 0001, Yang Xu 0006, Zebin Wu 0001. tgrs, 60:1-16, 2022. [doi]

Spectral Variability Augmented Two-Stream Network for Hyperspectral Sparse UnmixingGe Zhang, Shaohui Mei, Bobo Xie, Yan Feng, Qian Du 0001. lgrs, 19:1-5, 2022. [doi]

Spectral Variability Augmented Sparse Unmixing of Hyperspectral ImagesGe Zhang, Shaohui Mei, Bobo Xie, Mingyang Ma, Yifan Zhang 0006, Yan Feng, Qian Du 0001. tgrs, 60:1-13, 2022. [doi]

GCFnet: Global Collaborative Fusion Network for Multispectral and Panchromatic Image ClassificationHui Zhao, Sicong Liu 0001, Qian Du 0001, Lorenzo Bruzzone, Yongjie Zheng, Kecheng Du, Xiaohua Tong, Huan Xie, Xiaolong Ma. tgrs, 60:1-14, 2022. [doi]

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