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2020 – today
- 2025
[j18]Zhixiang Xue
, Guopeng Yang, Xuchu Yu, Anzhu Yu, Yinggang Guo, Bing Liu, Jianan Zhou:
Multimodal self-supervised learning for remote sensing data land cover classification. Pattern Recognit. 157: 110959 (2025)- 2023
- [j17]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: 1-5 (2023) - 2022
- [j16]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): 79-91 (2022) - [j15]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): 5118 (2022) - [j14]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: 1-17 (2022) - [j13]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: 1-18 (2022) - [j12]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: 1-16 (2022) - [j11]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: 1-15 (2022) - [j10]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: 1-18 (2022) - [j9]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: 3095-3110 (2022) - [j8]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: 3449-3462 (2022) - [c3]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: 3600-3603 - 2021
- [j7]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: 3566-3580 (2021) - [j6]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: 10794-10807 (2021) - [j5]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): 7758-7772 (2021) - 2020
- [j4]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): 923 (2020) - [j3]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: 3462-3477 (2020)
2010 – 2019
- 2019
- [j2]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): 2290-2304 (2019) - 2018
- [j1]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): 1909-1921 (2018) - 2016
- [c2]Zhixiang Xue, Xuchu Yu, Yawen Zhou:
Noise reduction of hyperspectral imagery based on hypergraph laplacian regularized low-rank representation. ICIIP 2016: 42 - 2011
- [c1]Xiong Tan, Xuchu Yu, Jingzheng Liu, Weijie Huang:
Object Tracking Based on Unmanned Aerial Vehicle Video. ICAIC (1) 2011: 432-438
Coauthor Index
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