Random subspace ensemble for hyperspectral imagery classification based on dictionary learned sparse representation. - Zhaohui Xue; Peijun Du; Hongjun Su (WHISPERS, 2013)

A novel classification technique for hyperspectral imagery based on Harmonic Analysis, SVM and PSO. - Zhaohui Xue; Peijun Du; Hongjun Su (WHISPERS, 2013)

New methodology of hyperspectral information extraction and accuracy assessment based on a neural network. - Keming Yang; Zhaohui Xue; Hongwei Li; Taotao Jia; Yanhui Cui (Math. Comput. Model., 2013)

Kernelized sparse graph-embedded dimensionality reduction for hyperspectral image classification. - Zhaohui Xue; Peijun Du; Hongjun Su (WHISPERS, 2014)

Phenology-Driven Land Cover Classification and Trend Analysis Based on Long-term Remote Sensing Image Series. - Zhaohui Xue; Peijun Du; Li Feng (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014)

Harmonic Analysis for Hyperspectral Image Classification Integrated With PSO Optimized SVM. - Zhaohui Xue; Peijun Du; Hongjun Su (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014)

CHESRE: A comprehensive public hyperspectral experimental site and data set for resources exploration. - Fuping Gan; Shuneng Liang; Peijun Du; Fuxing Dang; Kun Tan; Hongjun Su; Zhaohui Xue (WHISPERS, 2015)

Learning Discriminative Sparse Representations for Hyperspectral Image Classification. - Peijun Du; Zhaohui Xue; Jun Li 009; Antonio Plaza (IEEE J. Sel. Top. Signal Process., 2015)

Simultaneous Sparse Graph Embedding for Hyperspectral Image Classification. - Zhaohui Xue; Peijun Du; Jun Li 009; Hongjun Su (IEEE Trans. Geosci. Remote. Sens., 2015)

Spectral-Spatial Classification of Hyperspectral Data via Morphological Component Analysis-Based Image Separation. - Zhaohui Xue; Jun Li 009; Liang Cheng 003; Peijun Du (IEEE Trans. Geosci. Remote. Sens., 2015)

Sparse graph regularization for robust crop mapping using hyperspectral remotely sensed imagery: A case study in Heihe, Zhangye oasis. - Zhaohui Xue; Hongjun Su; Peijun Du (IGARSS, 2016)

Kernel Supervised Ensemble Classifier for the Classification of Hyperspectral Data Using Few Labeled Samples. - Jike Chen; Junshi Xia; Peijun Du; Jocelyn Chanussot; Zhaohui Xue; Xiangjian Xie (Remote. Sens., 2016)

Discriminative Sparse Representation for Hyperspectral Image Classification: A Semi-Supervised Perspective. - Zhaohui Xue; Peijun Du; Hongjun Su; Shaoguang Zhou (Remote. Sens., 2017)

Sparse Graph Regularization for Hyperspectral Remote Sensing Image Classification. - Zhaohui Xue; Peijun Du; Jun Li 009; Hongjun Su (IEEE Trans. Geosci. Remote. Sens., 2017)

A method of rice information extraction based on Particle Swarm Optimization SVM algorithm. - Yunfeng Li; Peijun Du; Zhaohui Xue; Le Gan; Xin Wang 032; Hao Liang (ICMLC, 2018)

Active Learning Improved by Neighborhoods and Superpixels for Hyperspectral Image Classification. - Zhaohui Xue; Shaoguang Zhou; Pengfei Zhao (IEEE Geosci. Remote. Sens. Lett., 2018)

Multifeature Dictionary Learning for Collaborative Representation Classification of Hyperspectral Imagery. - Hongjun Su; Bo Zhao; Qian Du 001; Peijun Du; Zhaohui Xue (IEEE Trans. Geosci. Remote. Sens., 2018)

Shape-Adaptive Tensor Factorization Model for Dimensionality Reduction of Hyperspectral Images. - Zhaohui Xue; Sirui Yang; Mengxue Zhang (IEEE Access, 2019)

Frequency Domain-Based Features for Hyperspectral Image Classification. - Ke Wang 032; Bin Yong; Zhaohui Xue (IEEE Geosci. Remote. Sens. Lett., 2019)

Coupled Higher-Order Tensor Factorization for Hyperspectral and LiDAR Data Fusion and Classification. - Zhaohui Xue; Sirui Yang; Hongyan Zhang 001; Peijun Du (Remote. Sens., 2019)

Semisupervised Stacked Autoencoder With Cotraining for Hyperspectral Image Classification. - Shaoguang Zhou; Zhaohui Xue; Peijun Du (IEEE Trans. Geosci. Remote. Sens., 2019)

Multiview Low-Rank Hybrid Dilated Network for SAR Target Recognition Using Limited Training Samples. - Zhaohui Xue; Mengxue Zhang (IEEE Access, 2020)

A Hybrid Attention-Aware Fusion Network (HAFNet) for Building Extraction from High-Resolution Imagery and LiDAR Data. - Peng Zhang 059; Peijun Du; Cong Lin 002; Xin Wang 032; Erzhu Li; Zhaohui Xue; Xuyu Bai (Remote. Sens., 2020)

Weighted Sparse Graph Regularization for Spectral-Spatial Classification of Hyperspectral Images. - Zhaohui Xue; Sirui Yang; Ling Zhang (IEEE Geosci. Remote. Sens. Lett., 2021)

Attention-Based Second-Order Pooling Network for Hyperspectral Image Classification. - Zhaohui Xue; Mengxue Zhang; Yifeng Liu; Peijun Du (IEEE Trans. Geosci. Remote. Sens., 2021)

Generalized Composite Mangrove Index for Mapping Mangroves Using Sentinel-2 Time Series Data. - Zhaohui Xue; Siyu Qian (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022)

Local Transformer With Spatial Partition Restore for Hyperspectral Image Classification. - Zhaohui Xue; Qi Xu; Mengxue Zhang (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022)

Enhanced Generalized Regression Neural Network for Soil Moisture Estimation Over the Qinghai-Tibet Plateau. - Ling Zhang; Zhaohui Xue; Yujuan Zhang; Jiayi Ma 005; Hao Li 055 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022)

Incremental Dictionary Learning-Driven Tensor Low-Rank and Sparse Representation for Hyperspectral Image Classification. - Zhaohui Xue; Xiangyu Nie; Mengxue Zhang (IEEE Trans. Geosci. Remote. Sens., 2022)

S3Net: Spectral-Spatial Siamese Network for Few-Shot Hyperspectral Image Classification. - Zhaohui Xue; Yiyang Zhou; Peijun Du (IEEE Trans. Geosci. Remote. Sens., 2022)

Ensemble Learning Embedded With Gaussian Process Regression for Soil Moisture Estimation: A Case Study of the Continental U.S. - Zhaohui Xue; Yujuan Zhang; Ling Zhang; Hao Li 055 (IEEE Trans. Geosci. Remote. Sens., 2022)

Grouped Subspace Linear Semantic Alignment for Hyperspectral Image Transfer Learning. - Shaoguang Zhou; Hao Wu 082; Zhaohui Xue (IEEE Trans. Geosci. Remote. Sens., 2022)

Bag-of-Features-Driven Spectral-Spatial Siamese Neural Network for Hyperspectral Image Classification. - Zhaohui Xue; Tianzhi Zhu; Yiyang Zhou; Mengxue Zhang (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023)

Enhanced Generalized Regression Neural Network With Backward Sequential Feature Selection for Machine-Learning-Driven Soil Moisture Estimation: A Case Study Over the Qinghai-Tibet Plateau. - Ling Zhang; Zhaohui Xue; Huan Liu; Hao Li 055 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023)

DSR-GCN: Differentiated-Scale Restricted Graph Convolutional Network for Few-Shot Hyperspectral Image Classification. - Zhaohui Xue; Zhiwei Liu; Mengxue Zhang (IEEE Trans. Geosci. Remote. Sens., 2023)

Two-Stream Translating LSTM Network for Mangroves Mapping Using Sentinel-2 Multivariate Time Series. - Zhaohui Xue; Siyu Qian (IEEE Trans. Geosci. Remote. Sens., 2023)

Multistage Relation Network With Dual-Metric for Few-Shot Hyperspectral Image Classification. - Jun Zeng; Zhaohui Xue; Ling Zhang; Qiuping Lan; Mengxue Zhang (IEEE Trans. Geosci. Remote. Sens., 2023)

Active Learning-Driven Siamese Network for Hyperspectral Image Classification. - Xiyao Di; Zhaohui Xue; Mengxue Zhang (Remote. Sens., 2023)

S2TNet: Spectral-Spatial Triplet Network for Few-Shot Hyperspectral Image Classification. - Guijie Yue; Ling Zhang; Yiyang Zhou; Yuxiang Wang; Zhaohui Xue (IEEE Geosci. Remote. Sens. Lett., 2024)

Spectral-Spatial Score Fusion Attention Network for Hyperspectral Image Classification With Limited Samples. - Shun Cheng; Zhaohui Xue; Ziyu Li; Aijun Xu; Hongjun Su (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024)

Mean-Weighted Collaborative Representation-Based Spatial-Spectral Joint Classification for Hyperspectral Images. - Hongjun Su; Dezhong Shi; Zhaohui Xue; Qian Du 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024)

Local Peak Savitzky-Golay for Spatio-Temporal Reconstruction of Landsat NDVI Time Series: A Case Study Over the Qinghai-Tibet Plateau. - Chenrun Sun; Zhaohui Xue; Ling Zhang; Hongjun Su (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024)

Deformable Transformer and Spectral U-Net for Large-Scale Hyperspectral Image Semantic Segmentation. - Tianjian Zhang; Zhaohui Xue; Hongjun Su (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024)

Logarithmic Kernel Relaxed Collaborative Representation With Scaled MST Dictionary Construction for Hyperspectral Anomaly Detection. - Yang Zhao; Hongjun Su; Zhaoyue Wu; Zhaohui Xue; Qian Du 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024)

DEMAE: Diffusion-Enhanced Masked Autoencoder for Hyperspectral Image Classification With Few Labeled Samples. - Ziyu Li; Zhaohui Xue; Mingming Jia; Xiangyu Nie; Hao Wu 082; Mengxue Zhang; Hongjun Su (IEEE Trans. Geosci. Remote. Sens., 2024)

SPFormer: Self-Pooling Transformer for Few-Shot Hyperspectral Image Classification. - Ziyu Li; Zhaohui Xue; Qi Xu; Ling Zhang; Tianzhi Zhu; Mengxue Zhang (IEEE Trans. Geosci. Remote. Sens., 2024)

Semi-Supervised Dynamic Ensemble Learning With Balancing Diversity and Consistency for Hyperspectral Image Classification. - Hongliang Lu; Hongjun Su; Pan Zheng; Yihan Gao; Hengyi Zheng; Zhaohui Xue; Weiwei Sun 005; Qian Du 001 (IEEE Trans. Geosci. Remote. Sens., 2024)

Structure-Prior-Constrained Low-Rank and Sparse Representation With Discriminative Incremental Dictionary for Hyperspectral Image Classification. - Xiangyu Nie; Zhaohui Xue; Cong Lin 002; Ling Zhang; Hongjun Su (IEEE Trans. Geosci. Remote. Sens., 2024)

Iterative Semi-Supervised Learning With Few-Shot Samples for Coastal Wetland Land Cover Classification. - Hongjun Su; Hongliang Lu; Pan Zheng; Hengyi Zheng; Zhaohui Xue; Qian Du 001 (IEEE Trans. Geosci. Remote. Sens., 2024)

Hypergraph Convolutional Network With Multiple Hyperedges Fusion for Hyperspectral Image Classification Under Limited Samples. - Yuxiang Wang; Zhaohui Xue; Mingming Jia; Zhiwei Liu; Hongjun Su (IEEE Trans. Geosci. Remote. Sens., 2024)

Beyond Spectral Shift Mitigation: Knowledge Swap Net for Cross-Domain Few-Shot Hyperspectral Image Classification. - Hao Wu 082; Zhaohui Xue; Shaoguang Zhou; Hongjun Su (IEEE Trans. Geosci. Remote. Sens., 2024)

Self-Paced Probabilistic Collaborative Representation for Anomaly Detection of Hyperspectral Images. - Chendi Zhang; Hongjun Su; Xiaolei Wang; Zhaoyue Wu; Yufan Yang; Zhaohui Xue; Qian Du 001 (IEEE Trans. Geosci. Remote. Sens., 2024)

Spatial-Spectral Contrastive Graph Neural Network for Few-Shot Hyperspectral Image Classification. - Zhaoxia Xue; Zhiwei Liu; Zhaohui Xue; Tingqiang Song (IEEE Access, 2025)

Stacking Gaussian Process Regression for Soil Moisture Estimation Over the Continental U.S. - Ling Zhang; Yujuan Zhang; Wenchang Ji; Zhaohui Xue (IEEE Access, 2025)

DSGAU: Dual-Scale Graph Attention U-Nets for Hyperspectral Image Classification With Limited Samples. - Hongzhuang Ji; Leying Song; Zhaohui Xue; Hongjun Su (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025)

Spectral-Spatial Ensemble Low-Rank Domain Adaptation for Hyperspectral Image Classification. - Xue Zhang; Guoguo Yang; Hongjun Su; Yiping Chen; Zhaohui Xue; Qian Du 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025)

NSR-Net: Representation Model-Inspired Interpretable Deep Unfolding Network for Hyperspectral Image Classification. - Xiangyu Nie; Zhaohui Xue; Hongjun Su; Jun Li 009 (IEEE Trans. Geosci. Remote. Sens., 2025)

Overcoming Granularity Mismatch in Knowledge Distillation for Few-Shot Hyperspectral Image Classification. - Hao Wu 082; Zhaohui Xue; Shaoguang Zhou; Hongjun Su (IEEE Trans. Geosci. Remote. Sens., 2025)

UM2Former: U-Shaped Multimixed Transformer Network for Large-Scale Hyperspectral Image Semantic Segmentation. - Aijun Xu; Zhaohui Xue; Ziyu Li; Shun Cheng; Hongjun Su; Junshi Xia (IEEE Trans. Geosci. Remote. Sens., 2025)