Xuchu Yu

Publication Activity (10 Years)

Years Active: 2011-2023
Publications (10 Years): 19

Top Topics

Image Classification

Top Venues

IEEE Trans. Geosci. Remote. Sens.

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.

IEEE Trans. Image Process.

Publications

Yifan Sun, Bing Liu, Xuchu Yu, Anzhu Yu, Pengqiang Zhang, Zhixiang Xue
Exploiting Discriminative Advantage of Spectrum for Hyperspectral Image Classification: SpectralFormer Enhanced by Spectrum Motion Feature. IEEE Geosci. Remote. Sens. Lett. 20 (2023)
Xibing Zuo, Xuchu Yu, Bing Liu, Pengqiang Zhang, Xiong Tan
FSL-EGNN: Edge-Labeling Graph Neural Network for Hyperspectral Image Few-Shot Classification. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Zhixiang Xue, Xuchu Yu, Anzhu Yu, Bing Liu, Pengqiang Zhang, Shentong Wu
Self-Supervised Feature Learning for Multimodal Remote Sensing Image Land Cover Classification. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Zhixiang Xue, Xiong Tan, Xuchu Yu, Bing Liu, Anzhu Yu, Pengqiang Zhang
Deep Hierarchical Vision Transformer for Hyperspectral and LiDAR Data Classification. IEEE Trans. Image Process. 31 (2022)
Yifan Sun, Bing Liu, Xuchu Yu, Anzhu Yu, Kuiliang Gao, Lei Ding
Perceiving Spectral Variation: Unsupervised Spectrum Motion Feature Learning for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Zhixiang Xue, Xuchu Yu, Pengqiang Zhang, Xiong Tan, Anzhu Yu, Bing Liu
Self-Supervised Feature Learning and Few-Shot Land Cover Classification for Cross-Modal Remote Sensing Images. IGARSS (2022)
Zhixiang Xue, Xuchu Yu, Xiong Tan, Bing Liu, Anzhu Yu, Xiangpo Wei
Multiscale Deep Learning Network With Self-Calibrated Convolution for Hyperspectral and LiDAR Data Collaborative Classification. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Kuiliang Gao, Bing Liu, Xuchu Yu, Anzhu Yu
Unsupervised Meta Learning With Multiview Constraints for Hyperspectral Image Small Sample set Classification. IEEE Trans. Image Process. 31 (2022)
Yifan Sun, Bing Liu, Xuchu Yu, Anzhu Yu, Kuiliang Gao, Lei Ding
From Video to Hyperspectral: Hyperspectral Image-Level Feature Extraction with Transfer Learning. Remote. Sens. 14 (20) (2022)
Xiong Tan, Zhixiang Xue, Xuchu Yu, Yifan Sun, Kuiliang Gao
Hyperspectral image classification with deep 3D capsule network and Markov random field. IET Image Process. 16 (1) (2022)
Zhixiang Xue, Bing Liu, Anzhu Yu, Xuchu Yu, Pengqiang Zhang, Xiong Tan
Self-Supervised Feature Representation and Few-Shot Land Cover Classification of Multimodal Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Zhixiang Xue, Xuchu Yu, Bing Liu, Xiong Tan, Xiangpo Wei
HResNetAM: Hierarchical Residual Network With Attention Mechanism for Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
Bing Liu, Xuchu Yu
Patch-Free Bilateral Network for Hyperspectral Image Classification Using Limited Samples. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
Bing Liu, Anzhu Yu, Xuchu Yu, Ruirui Wang, Kuiliang Gao, Wenyue Guo
Deep Multiview Learning for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 59 (9) (2021)
Kuiliang Gao, Bing Liu, Xuchu Yu, Jinchun Qin, Pengqiang Zhang, Xiong Tan
Deep Relation Network for Hyperspectral Image Few-Shot Classification. Remote. Sens. 12 (6) (2020)
Kuiliang Gao, Wenyue Guo, Xuchu Yu, Bing Liu, Anzhu Yu, Xiangpo Wei
Deep Induction Network for Small Samples Classification of Hyperspectral Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13 (2020)
Bing Liu, Xuchu Yu, Anzhu Yu, Pengqiang Zhang, Gang Wan, Ruirui Wang
Deep Few-Shot Learning for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 57 (4) (2019)
Bing Liu, Xuchu Yu, Pengqiang Zhang, Anzhu Yu, Qiongying Fu, Xiangpo Wei
Supervised Deep Feature Extraction for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 56 (4) (2018)
Zhixiang Xue, Xuchu Yu, Yawen Zhou
Noise reduction of hyperspectral imagery based on hypergraph laplacian regularized low-rank representation. ICIIP (2016)
Xiong Tan, Xuchu Yu, Jingzheng Liu, Weijie Huang
Object Tracking Based on Unmanned Aerial Vehicle Video. ICAIC (1) (2011)