Xuchu Yu

21 papers C 1Journal 18Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
Multimodal self-supervised learning for remote sensing data land cover classification.
Pattern Recognit.
Zhixiang Xue, Guopeng Yang, Xuchu Yu, Anzhu Yu, Yinggang Guo, Bing Liu, Jianan Zhou
2023 J jnl
Exploiting Discriminative Advantage of Spectrum for Hyperspectral Image Classification: SpectralFormer Enhanced by Spectrum Motion Feature.
IEEE Geosci. Remote. Sens. Lett.
Yifan Sun, Bing Liu, Xuchu Yu, Anzhu Yu, Pengqiang Zhang, Zhixiang Xue
2022 J jnl
Deep Hierarchical Vision Transformer for Hyperspectral and LiDAR Data Classification.
IEEE Trans. Image Process.
Zhixiang Xue, Xiong Tan, Xuchu Yu, Bing Liu, Anzhu Yu, Pengqiang Zhang
2022 J jnl
FSL-EGNN: Edge-Labeling Graph Neural Network for Hyperspectral Image Few-Shot Classification.
IEEE Trans. Geosci. Remote. Sens.
Xibing Zuo, Xuchu Yu, Bing Liu, Pengqiang Zhang, Xiong Tan
2022 J jnl
From Video to Hyperspectral: Hyperspectral Image-Level Feature Extraction with Transfer Learning.
Remote. Sens.
Yifan Sun, Bing Liu, Xuchu Yu, Anzhu Yu, Kuiliang Gao, Lei Ding
2022 J jnl
Hyperspectral image classification with deep 3D capsule network and Markov random field.
IET Image Process.
Xiong Tan, Zhixiang Xue, Xuchu Yu, Yifan Sun, Kuiliang Gao
2022 J jnl
Multiscale Deep Learning Network With Self-Calibrated Convolution for Hyperspectral and LiDAR Data Collaborative Classification.
IEEE Trans. Geosci. Remote. Sens.
Zhixiang Xue, Xuchu Yu, Xiong Tan, Bing Liu, Anzhu Yu, Xiangpo Wei
2022 J jnl
Perceiving Spectral Variation: Unsupervised Spectrum Motion Feature Learning for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Yifan Sun, Bing Liu, Xuchu Yu, Anzhu Yu, Kuiliang Gao, Lei Ding
2022 C conf
Self-Supervised Feature Learning and Few-Shot Land Cover Classification for Cross-Modal Remote Sensing Images.
IGARSS
Zhixiang Xue, Xuchu Yu, Pengqiang Zhang, Xiong Tan, Anzhu Yu, Bing Liu
2022 J jnl
Self-Supervised Feature Learning for Multimodal Remote Sensing Image Land Cover Classification.
IEEE Trans. Geosci. Remote. Sens.
Zhixiang Xue, Xuchu Yu, Anzhu Yu, Bing Liu, Pengqiang Zhang, Shentong Wu
2022 J jnl
Self-Supervised Feature Representation and Few-Shot Land Cover Classification of Multimodal Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Zhixiang Xue, Bing Liu, Anzhu Yu, Xuchu Yu, Pengqiang Zhang, Xiong Tan
2022 J jnl
Unsupervised Meta Learning With Multiview Constraints for Hyperspectral Image Small Sample set Classification.
IEEE Trans. Image Process.
Kuiliang Gao, Bing Liu, Xuchu Yu, Anzhu Yu
2021 J jnl
Deep Multiview Learning for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Bing Liu, Anzhu Yu, Xuchu Yu, Ruirui Wang, Kuiliang Gao, Wenyue Guo
2021 J jnl
HResNetAM: Hierarchical Residual Network With Attention Mechanism for Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Zhixiang Xue, Xuchu Yu, Bing Liu, Xiong Tan, Xiangpo Wei
2021 J jnl
Patch-Free Bilateral Network for Hyperspectral Image Classification Using Limited Samples.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Bing Liu, Xuchu Yu
2020 J jnl
Deep Induction Network for Small Samples Classification of Hyperspectral Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Kuiliang Gao, Wenyue Guo, Xuchu Yu, Bing Liu, Anzhu Yu, Xiangpo Wei
2020 J jnl
Deep Relation Network for Hyperspectral Image Few-Shot Classification.
Remote. Sens.
Kuiliang Gao, Bing Liu, Xuchu Yu, Jinchun Qin, Pengqiang Zhang, Xiong Tan
2019 J jnl
Deep Few-Shot Learning for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Bing Liu, Xuchu Yu, Anzhu Yu, Pengqiang Zhang, Gang Wan, Ruirui Wang
2018 J jnl
Supervised Deep Feature Extraction for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Bing Liu, Xuchu Yu, Pengqiang Zhang, Anzhu Yu, Qiongying Fu, Xiangpo Wei
2016 — conf
Noise reduction of hyperspectral imagery based on hypergraph laplacian regularized low-rank representation.
ICIIP
Zhixiang Xue, Xuchu Yu, Yawen Zhou
2011 — conf
Object Tracking Based on Unmanned Aerial Vehicle Video.
ICAIC (1)
Xiong Tan, Xuchu Yu, Jingzheng Liu, Weijie Huang