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Journal Articles
- 2024
[j45]Guijie Yue, Ling Zhang, Yiyang Zhou
, Yuxiang Wang, Zhaohui Xue:
S2TNet: Spectral-Spatial Triplet Network for Few-Shot Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 21: 1-5 (2024)- [j44]Hongjun Su, Dezhong Shi, Zhaohui Xue, Qian Du:
Mean-Weighted Collaborative Representation-Based Spatial-Spectral Joint Classification for Hyperspectral Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 10158-10173 (2024) - [j43]Chenrun Sun, Zhaohui Xue, Ling Zhang, Hongjun Su:
Local Peak Savitzky-Golay for Spatio-Temporal Reconstruction of Landsat NDVI Time Series: A Case Study Over the Qinghai-Tibet Plateau. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 13439-13455 (2024) - [j42]Shun Cheng, Zhaohui Xue, Ziyu Li, Aijun Xu, Hongjun Su:
Spectral-Spatial Score Fusion Attention Network for Hyperspectral Image Classification With Limited Samples. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 14521-14542 (2024) - [j41]Yang Zhao, Hongjun Su, Zhaoyue Wu, Zhaohui Xue, Qian Du:
Logarithmic Kernel Relaxed Collaborative Representation With Scaled MST Dictionary Construction for Hyperspectral Anomaly Detection. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 18652-18665 (2024) - [j40]Ziyu Li, Zhaohui Xue, Mingming Jia, Xiangyu Nie, Hao Wu, Mengxue Zhang, Hongjun Su:
DEMAE: Diffusion-Enhanced Masked Autoencoder for Hyperspectral Image Classification With Few Labeled Samples. IEEE Trans. Geosci. Remote. Sens. 62: 1-16 (2024) - [j39]Ziyu Li, Zhaohui Xue, Qi Xu, Ling Zhang, Tianzhi Zhu, Mengxue Zhang:
SPFormer: Self-Pooling Transformer for Few-Shot Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 62: 1-19 (2024) - [j38]Hongliang Lu, Hongjun Su, Pan Zheng, Yihan Gao, Hengyi Zheng, Zhaohui Xue, Weiwei Sun, Qian Du:
Semi-Supervised Dynamic Ensemble Learning With Balancing Diversity and Consistency for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 62: 1-16 (2024) - [j37]Xiangyu Nie, Zhaohui Xue, Cong Lin, Ling Zhang, Hongjun Su:
Structure-Prior-Constrained Low-Rank and Sparse Representation With Discriminative Incremental Dictionary for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 62: 1-19 (2024) - [j36]Hongjun Su, Hongliang Lu, Pan Zheng, Hengyi Zheng, Zhaohui Xue, Qian Du:
Iterative Semi-Supervised Learning With Few-Shot Samples for Coastal Wetland Land Cover Classification. IEEE Trans. Geosci. Remote. Sens. 62: 1-16 (2024) - [j35]Yuxiang Wang, Zhaohui Xue, Mingming Jia, Zhiwei Liu, Hongjun Su:
Hypergraph Convolutional Network With Multiple Hyperedges Fusion for Hyperspectral Image Classification Under Limited Samples. IEEE Trans. Geosci. Remote. Sens. 62: 1-18 (2024) - [j34]Hao Wu, Zhaohui Xue, Shaoguang Zhou, Hongjun Su:
Beyond Spectral Shift Mitigation: Knowledge Swap Net for Cross-Domain Few-Shot Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 62: 1-18 (2024) - [j33]Chendi Zhang, Hongjun Su, Xiaolei Wang, Zhaoyue Wu, Yufan Yang, Zhaohui Xue, Qian Du:
Self-Paced Probabilistic Collaborative Representation for Anomaly Detection of Hyperspectral Images. IEEE Trans. Geosci. Remote. Sens. 62: 1-10 (2024) - 2023
- [j32]Xiyao Di, Zhaohui Xue, Mengxue Zhang:
Active Learning-Driven Siamese Network for Hyperspectral Image Classification. Remote. Sens. 15(3): 752 (2023) - [j31]Zhaohui Xue, Tianzhi Zhu, Yiyang Zhou, Mengxue Zhang:
Bag-of-Features-Driven Spectral-Spatial Siamese Neural Network for Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16: 1085-1099 (2023) - [j30]Ling Zhang, Zhaohui Xue, Huan Liu, Hao Li:
Enhanced Generalized Regression Neural Network With Backward Sequential Feature Selection for Machine-Learning-Driven Soil Moisture Estimation: A Case Study Over the Qinghai-Tibet Plateau. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16: 7173-7185 (2023) - [j29]Zhaohui Xue, Zhiwei Liu, Mengxue Zhang:
DSR-GCN: Differentiated-Scale Restricted Graph Convolutional Network for Few-Shot Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 61: 1-18 (2023) - [j28]Zhaohui Xue, Siyu Qian:
Two-Stream Translating LSTM Network for Mangroves Mapping Using Sentinel-2 Multivariate Time Series. IEEE Trans. Geosci. Remote. Sens. 61: 1-16 (2023) - [j27]Jun Zeng, Zhaohui Xue, Ling Zhang, Qiuping Lan, Mengxue Zhang:
Multistage Relation Network With Dual-Metric for Few-Shot Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 61: 1-17 (2023) - 2022
- [j26]Ling Zhang, Zhaohui Xue, Yujuan Zhang, Jiayi Ma, Hao Li:
Enhanced Generalized Regression Neural Network for Soil Moisture Estimation Over the Qinghai-Tibet Plateau. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15: 3815-3829 (2022) - [j25]Zhaohui Xue, Qi Xu, Mengxue Zhang:
Local Transformer With Spatial Partition Restore for Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15: 4307-4325 (2022) - [j24]Zhaohui Xue, Siyu Qian:
Generalized Composite Mangrove Index for Mapping Mangroves Using Sentinel-2 Time Series Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15: 5131-5146 (2022) - [j23]Zhaohui Xue, Xiangyu Nie, Mengxue Zhang:
Incremental Dictionary Learning-Driven Tensor Low-Rank and Sparse Representation for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 60: 1-19 (2022) - [j22]Zhaohui Xue, Yiyang Zhou, Peijun Du:
S3Net: Spectral-Spatial Siamese Network for Few-Shot Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 60: 1-19 (2022) - [j21]Zhaohui Xue, Yujuan Zhang, Ling Zhang, Hao Li:
Ensemble Learning Embedded With Gaussian Process Regression for Soil Moisture Estimation: A Case Study of the Continental U.S. IEEE Trans. Geosci. Remote. Sens. 60: 1-17 (2022) - [j20]Shaoguang Zhou, Hao Wu, Zhaohui Xue:
Grouped Subspace Linear Semantic Alignment for Hyperspectral Image Transfer Learning. IEEE Trans. Geosci. Remote. Sens. 60: 1-16 (2022) - 2021
- [j19]Zhaohui Xue, Sirui Yang, Ling Zhang:
Weighted Sparse Graph Regularization for Spectral-Spatial Classification of Hyperspectral Images. IEEE Geosci. Remote. Sens. Lett. 18(9): 1630-1634 (2021) - [j18]Zhaohui Xue, Mengxue Zhang, Yifeng Liu, Peijun Du:
Attention-Based Second-Order Pooling Network for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 59(11): 9600-9615 (2021) - 2020
- [j17]Zhaohui Xue, Mengxue Zhang:
Multiview Low-Rank Hybrid Dilated Network for SAR Target Recognition Using Limited Training Samples. IEEE Access 8: 227847-227856 (2020) - [j16]Peng Zhang, Peijun Du, Cong Lin, Xin Wang, Erzhu Li, Zhaohui Xue, Xuyu Bai:
A Hybrid Attention-Aware Fusion Network (HAFNet) for Building Extraction from High-Resolution Imagery and LiDAR Data. Remote. Sens. 12(22): 3764 (2020) - 2019
- [j15]Zhaohui Xue, Sirui Yang, Mengxue Zhang:
Shape-Adaptive Tensor Factorization Model for Dimensionality Reduction of Hyperspectral Images. IEEE Access 7: 115160-115170 (2019) - [j14]Ke Wang, Bin Yong, Zhaohui Xue:
Frequency Domain-Based Features for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 16(9): 1417-1421 (2019) - [j13]Zhaohui Xue, Sirui Yang, Hongyan Zhang, Peijun Du:
Coupled Higher-Order Tensor Factorization for Hyperspectral and LiDAR Data Fusion and Classification. Remote. Sens. 11(17): 1959 (2019) - [j12]Shaoguang Zhou, Zhaohui Xue, Peijun Du:
Semisupervised Stacked Autoencoder With Cotraining for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 57(6): 3813-3826 (2019) - 2018
- [j11]Zhaohui Xue, Shaoguang Zhou, Pengfei Zhao:
Active Learning Improved by Neighborhoods and Superpixels for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 15(3): 469-473 (2018) - [j10]Hongjun Su, Bo Zhao, Qian Du, Peijun Du, Zhaohui Xue:
Multifeature Dictionary Learning for Collaborative Representation Classification of Hyperspectral Imagery. IEEE Trans. Geosci. Remote. Sens. 56(4): 2467-2484 (2018) - 2017
- [j9]Zhaohui Xue, Peijun Du, Hongjun Su, Shaoguang Zhou:
Discriminative Sparse Representation for Hyperspectral Image Classification: A Semi-Supervised Perspective. Remote. Sens. 9(4): 386 (2017) - [j8]Zhaohui Xue, Peijun Du, Jun Li, Hongjun Su:
Sparse Graph Regularization for Hyperspectral Remote Sensing Image Classification. IEEE Trans. Geosci. Remote. Sens. 55(4): 2351-2366 (2017) - 2016
- [j7]Jike Chen, Junshi Xia, Peijun Du, Jocelyn Chanussot, Zhaohui Xue, Xiangjian Xie:
Kernel Supervised Ensemble Classifier for the Classification of Hyperspectral Data Using Few Labeled Samples. Remote. Sens. 8(7): 601 (2016) - 2015
- [j6]Peijun Du, Zhaohui Xue, Jun Li, Antonio Plaza:
Learning Discriminative Sparse Representations for Hyperspectral Image Classification. IEEE J. Sel. Top. Signal Process. 9(6): 1089-1104 (2015) - [j5]Zhaohui Xue, Jun Li, Liang Cheng, Peijun Du:
Spectral-Spatial Classification of Hyperspectral Data via Morphological Component Analysis-Based Image Separation. IEEE Trans. Geosci. Remote. Sens. 53(1): 70-84 (2015) - [j4]Zhaohui Xue, Peijun Du, Jun Li, Hongjun Su:
Simultaneous Sparse Graph Embedding for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 53(11): 6114-6133 (2015) - 2014
- [j3]Zhaohui Xue, Peijun Du, Li Feng:
Phenology-Driven Land Cover Classification and Trend Analysis Based on Long-term Remote Sensing Image Series. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7(4): 1142-1156 (2014) - [j2]Zhaohui Xue, Peijun Du, Hongjun Su:
Harmonic Analysis for Hyperspectral Image Classification Integrated With PSO Optimized SVM. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7(6): 2131-2146 (2014) - 2013
- [j1]Keming Yang, Zhaohui Xue, Hongwei Li, Taotao Jia, Yanhui Cui:
New methodology of hyperspectral information extraction and accuracy assessment based on a neural network. Math. Comput. Model. 58(3-4): 644-660 (2013)
Conference and Workshop Papers
- 2018
- [c6]Yunfeng Li, Peijun Du, Zhaohui Xue, Le Gan, Xin Wang, Hao Liang:
A method of rice information extraction based on Particle Swarm Optimization SVM algorithm. ICMLC 2018: 396-400 - 2016
- [c5]Zhaohui Xue, Hongjun Su, Peijun Du:
Sparse graph regularization for robust crop mapping using hyperspectral remotely sensed imagery: A case study in Heihe, Zhangye oasis. IGARSS 2016: 779-782 - 2015
- [c4]Fuping Gan, Shuneng Liang, Peijun Du, Fuxing Dang, Kun Tan, Hongjun Su, Zhaohui Xue:
CHESRE: A comprehensive public hyperspectral experimental site and data set for resources exploration. WHISPERS 2015: 1-4 - 2014
- [c3]Zhaohui Xue, Peijun Du, Hongjun Su:
Kernelized sparse graph-embedded dimensionality reduction for hyperspectral image classification. WHISPERS 2014: 1-4 - 2013
- [c2]Zhaohui Xue, Peijun Du, Hongjun Su:
Random subspace ensemble for hyperspectral imagery classification based on dictionary learned sparse representation. WHISPERS 2013: 1-4 - [c1]Zhaohui Xue, Peijun Du, Hongjun Su:
A novel classification technique for hyperspectral imagery based on Harmonic Analysis, SVM and PSO. WHISPERS 2013: 1-4
Coauthor Index
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last updated on 2024-11-07 20:34 CET by the dblp team
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