ZhaohuiXue

S3Net

A DEMO for "S3Net: Spectral-Spatial Siamese Network for Few-Shot Hyperspectral Image Classification" (Xue et al., TGRS, 2022)

A-SPN-release

A DEMO for "Attention-Based Second-Order Pooling Network for Hyperspectral Image Classification" (Xue et al., TGRS, 2021)

DM-MRN

A DEMO for "Multistage Relation Network With Dual-Metric for Few-Shot Hyperspectral Image Classification" (Zeng et al., TGRS, 2023)

SPRLT-Net

A DEMO for “Local Transformer With Spatial Partition Restore for Hyperspectral Image Classification (Xue et al., JSTARS, 2022)”

DSR-GCN

A DEMO for "DSR-GCN: Differentiated-Scale Restricted Graph Convolutional Network for Few-Shot Hyperspectral Image Classification" (Xue et al., TGRS, 2023)

Semi-SAE-release

A DEMO for "Semisupervised Stacked Autoencoder With Cotraining for Hyperspectral Image Classification" (Xue et al., TGRS, 2019)

MLHDN-release

A DEMO for "Multiview Low-Rank Hybrid Dilated Network for SAR Target Recognition Using Limited Training Samples" (Xue et al., IEEE ACCESS, 2020)

SPFormer

A DEMO for "SPFormer: Self-Pooling Transformer for Few-Shot Hyperspectral Image Classification" (Li et al., TGRS 2024)

TLRSR-IDL

A DEMO for "Incremental Dictionary Learning-Driven Tensor Low-Rank and Sparse Representation for Hyperspectral Image Classification" (Xue et al., TGRS, 2022)

WSGR-release

A DEMO for "Weighted Sparse Graph Regularization for Spectral–Spatial Classification of Hyperspectral Images" (Xue et al., GRSL, 2021)

EGRNN-release

A DEMO for “Enhanced Generalized Regression Neural Network for Soil Moisture Estimation Over the Qinghai-Tibet Plateau” (Zhang et al., JSTARS, 2022)

S2TNet

TSTLN

A DEMO for "Two-Stream Translating LSTM Network for Mangroves Mapping Using Sentinel-2 Multivariate Time Series" (Xue and Qian, TGRS, 2023)

Attention-Driven-DNNs-release

EBSFS

A DEMO for "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" (Zhang et al., JSTARS, 2023)

HGCN-MHF

S3FAN

SATF-release

A DEMO for "Shape-Adaptive Tensor Factorization Model for Dimensionality Reduction of Hyperspectral Images" (Xue et al., IEEE ACCESS, 2019)

SGR-release

A DEMO for "Sparse graph regularization for robust crop mapping using hyperspectral remotely sensed imagery with very few in situ data" (Xue et al., ISPRS P&RS, 2017)

SPCLSR-DID

A DEMO for "Structure-Prior-Constrained Low-Rank and Sparse Representation With Discriminative Incremental Dictionary for Hyperspectral Image Classification" (Nie et al., TGRS 2024)