Mengxue Zhang

Local Transformer With Spatial Partition Restore for Hyperspectral Image Classification

Zhaohui Xue, Qi Xu, Mengxue Zhang · IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing · 2022 · 88 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +18

Attention-Based Second-Order Pooling Network for Hyperspectral Image Classification

Zhaohui Xue, Mengxue Zhang, Yifeng Liu et al. · IEEE Transactions on Geoscience and Remote Sensing · 2021 · 84 citations

Image Classification, Convolutional Neural Network, Machine Vision +12

SPFormer: Self-Pooling Transformer for Few-Shot Hyperspectral Image Classification

Ziyu Li, Zhaohui Xue, Qi Xu et al. · IEEE Transactions on Geoscience and Remote Sensing · 2023 · 52 citations

Convolutional Neural Network, Engineering, Machine Learning +17

Multistage Relation Network With Dual-Metric for Few-Shot Hyperspectral Image Classification

Jun Zeng, Zhaohui Xue, Ling Zhang et al. · IEEE Transactions on Geoscience and Remote Sensing · 2023 · 43 citations

Few-shot Learning, Multiple Instance Learning, Engineering +17

DSR-GCN: Differentiated-Scale Restricted Graph Convolutional Network for Few-Shot Hyperspectral Image Classification

Zhaohui Xue, Zhi‐Wei Liu, Mengxue Zhang · IEEE Transactions on Geoscience and Remote Sensing · 2023 · 35 citations

Few-shot Learning, Geometric Learning, Convolutional Neural Network +16