Zhixiang Xue

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 12

Top Topics

Hyperspectral Image Classification

Image Classification

Top Venues

IEEE Trans. Geosci. Remote. Sens.

IET Image Process.

IEEE Trans. Image Process.

Publications

Bing Liu, Yifan Sun, Anzhu Yu, Zhixiang Xue, Xibing Zuo
Hyperspectral Meets Optical Flow: Spectral Flow Extraction for Hyperspectral Image Classification. IEEE Trans. Image Process. 32 (2023)
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)
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)
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)
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)
Zhixiang Xue
Semi-supervised convolutional generative adversarial network for hyperspectral image classification. IET Image Process. 14 (4) (2020)
Zhixiang Xue, Xuchu Yu, Yawen Zhou
Noise reduction of hyperspectral imagery based on hypergraph laplacian regularized low-rank representation. ICIIP (2016)
Yawen Zhou, Guangjun Dong, Zhixiang Xue
Hyperspectral image tensor feature extraction based on fusion of multiple spectral-spatial features. ICIIP (2016)