Xuchu Yu

Deep Few-Shot Learning for Hyperspectral Image Classification

Bing Liu, Xuchu Yu, Anzhu Yu et al. · IEEE Transactions on Geoscience and Remote Sensing · 2018 · 413 citations

Few-shot Learning, Convolutional Neural Network, Engineering +18

Supervised Deep Feature Extraction for Hyperspectral Image Classification

Bing Liu, Xuchu Yu, Pengqiang Zhang et al. · IEEE Transactions on Geoscience and Remote Sensing · 2017 · 264 citations

Siamese Network, Convolutional Neural Network, Engineering +16

A semi-supervised convolutional neural network for hyperspectral image classification

Bing Liu, Xuchu Yu, Pengqiang Zhang et al. · Remote Sensing Letters · 2017 · 198 citations

Convolutional Neural Network, Image Classification, Machine Vision +13

Deep Relation Network for Hyperspectral Image Few-Shot Classification

Kuiliang Gao, Bing Liu, Xuchu Yu et al. · Remote Sensing · 2020 · 170 citations · Full text

Few-shot Learning, Engineering, Machine Learning +17

Perceiving Spectral Variation: Unsupervised Spectrum Motion Feature Learning for Hyperspectral Image Classification

Yifan Sun, Bing Liu, Xuchu Yu et al. · IEEE Transactions on Geoscience and Remote Sensing · 2022 · 154 citations

Geometric Learning, Spectral Variation, Convolutional Neural Network +21