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Author

Zhixiang Xue

Observed name: Xue Zhixiang
Institution: Fuzhou University
ORCID: 0000-0003-2463-4342
Observed ORCID: 0000-0003-2463-4342
OpenAlex ID: A5089040016
Deep Hierarchical Vision Transformer for Hyperspectral and LiDAR Data Classification
2022 · Zhixiang Xue, Xiong Tan, et al. · IEEE Transactions on Image Processing · 258
A semi-supervised convolutional neural network for hyperspectral image classification
2017 · Bing Liu, Xuchu Yu, et al. · Remote Sensing Letters · 214
HResNetAM: Hierarchical Residual Network With Attention Mechanism for Hyperspectral Image Classification
2021 · Zhixiang Xue, Xuchu Yu, et al. · IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing · 113
Multimodal self-supervised learning for remote sensing data land cover classification
2024 · Zhixiang Xue, Guopeng Yang, et al. · Pattern Recognition · 71
Multiscale Deep Learning Network With Self-Calibrated Convolution for Hyperspectral and LiDAR Data Collaborative Classification
2021 · Zhixiang Xue, Xuchu Yu, et al. · IEEE Transactions on Geoscience and Remote Sensing · 70
Self-Supervised Feature Learning for Multimodal Remote Sensing Image Land Cover Classification
2022 · Zhixiang Xue, Xuchu Yu, et al. · IEEE Transactions on Geoscience and Remote Sensing · 49
Semi‐supervised convolutional generative adversarial network for hyperspectral image classification
2019 · Zhixiang Xue · IET Image Processing · 29
Self-Supervised Feature Representation and Few-Shot Land Cover Classification of Multimodal Remote Sensing Images
2022 · Zhixiang Xue, Bing Liu, et al. · IEEE Transactions on Geoscience and Remote Sensing · 28
Resolution reconstruction classification: fully octave convolution network with pyramid attention mechanism for hyperspectral image classification
2022 · Yifan Sun, Bing Liu, et al. · International Journal of Remote Sensing · 24
A general generative adversarial capsule network for hyperspectral image spectral-spatial classification
2019 · Zhixiang Xue · Remote Sensing Letters · 23
Hyperspectral Meets Optical Flow: Spectral Flow Extraction for Hyperspectral Image Classification
2023 · Bing Liu, Yifan Sun, et al. · IEEE Transactions on Image Processing · 18
Spectral-spatial multi-layer perceptron network for hyperspectral image land cover classification
2022 · Xiong Tan, Zhixiang Xue · European Journal of Remote Sensing · 15
Semi-supervised classification of hyperspectral imagery based on stacked autoencoders
2016 · Qiongying Fu, Xuchu Yu, et al. · Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE · 14
Spatial-spectral feature classification of hyperspectral image using a pretrained deep convolutional neural network
2021 · Bing Liu, Anzhu Yu, et al. · European Journal of Remote Sensing · 11
Exploiting Discriminative Advantage of Spectrum for Hyperspectral Image Classification: SpectralFormer Enhanced by Spectrum Motion Feature
2022 · Yifan Sun, Bing Liu, et al. · IEEE Geoscience and Remote Sensing Letters · 9
Depth Feature Extraction for Hyperspectral Image Small Sample Classification
2025 · Bing Liu, Xiaohui Chen, et al. · IEEE Transactions on Geoscience and Remote Sensing · 8
Hyperspectral image classification with deep 3D capsule network and Markov random field
2021 · Xiong Tan, Zhixiang Xue, et al. · IET Image Processing · 6
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Heterogeneous feature learning network for multimodal remote sensing image collaborative classification
2024 · Xuchu Yu, Zhixiang Xue, et al. · International Journal of Remote Sensing · 5
TrmGLU-Net: transformer-augmented global-local U-Net for hyperspectral image classification with limited training samples
2023 · Bing Liu, Yifan Sun, et al. · European Journal of Remote Sensing · 4
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Self-Supervised Feature Learning and Few-Shot Land Cover Classification for Cross-Modal Remote Sensing Images
2022 · Zhixiang Xue, Xuchu Yu, et al. · IEEE International Geoscience and Remote Sensing Symposium (IGARSS) · 4
Hyperspectral image tensor feature extraction based on fusion of multiple spectral-spatial features
2016 · Zhou Yawen, Dong Guangjun, et al. · 3
Transformer-enhanced convolutional neural network with self-supervised learning for hyperspectral image classification
2023 · Yifan Sun, Bing Liu, et al. · International Conference on Geographic Information and Remote Sensing Technology (GIRST) · 1
Noise reduction of hyperspectral imagery based on hypergraph laplacian regularized low-rank representation
2016 · Xue Zhixiang, Yu Xuchu, et al. · 1
Hyperspectral imagery classification based on probabilistic classification vector machines
2016 · Zhixiang Xue, Xuchu Yu, et al. · Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE · 1
MDFISR: A multi-dimension feature interaction network for hyperspectral image super-resolution
2026 · Sheng Zhou, Zhixiang Xue, et al. · Signal Processing
Works count: 27
Citation count: 978
H-index: 13
I10-index: 14
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