Zhaohui Xue

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 35

Top Topics

Image Classification

Top Venues

IEEE Trans. Geosci. Remote. Sens.

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

IEEE Geosci. Remote. Sens. Lett.

Publications

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 (2024)
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 (2024)
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 (2024)
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 (2024)
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 (2024)
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 (2024)
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 (2024)
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 (2023)
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 (2023)
Xiyao Di, Zhaohui Xue, Mengxue Zhang
Active Learning-Driven Siamese Network for Hyperspectral Image Classification. Remote. Sens. 15 (3) (2023)
Zhaohui Xue, Siyu Qian
Two-Stream Translating LSTM Network for Mangroves Mapping Using Sentinel-2 Multivariate Time Series. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
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 (2023)
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 (2023)
Zhaohui Xue, Yiyang Zhou, Peijun Du
S3Net: Spectral-Spatial Siamese Network for Few-Shot Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Shaoguang Zhou, Hao Wu, Zhaohui Xue
Grouped Subspace Linear Semantic Alignment for Hyperspectral Image Transfer Learning. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
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 (2022)
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 (2022)
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 (2022)
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 (2022)
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 (2022)
Zhaohui Xue, Sirui Yang, Ling Zhang
Weighted Sparse Graph Regularization for Spectral-Spatial Classification of Hyperspectral Images. IEEE Geosci. Remote. Sens. Lett. 18 (9) (2021)
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) (2021)
Zhaohui Xue, Mengxue Zhang
Multiview Low-Rank Hybrid Dilated Network for SAR Target Recognition Using Limited Training Samples. IEEE Access 8 (2020)
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) (2020)
Shaoguang Zhou, Zhaohui Xue, Peijun Du
Semisupervised Stacked Autoencoder With Cotraining for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 57 (6) (2019)
Zhaohui Xue, Sirui Yang, Mengxue Zhang
Shape-Adaptive Tensor Factorization Model for Dimensionality Reduction of Hyperspectral Images. IEEE Access 7 (2019)
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) (2019)
Ke Wang, Bin Yong, Zhaohui Xue
Frequency Domain-Based Features for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 16 (9) (2019)
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)
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) (2018)
Zhaohui Xue, Shaoguang Zhou, Pengfei Zhao
Active Learning Improved by Neighborhoods and Superpixels for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 15 (3) (2018)
Zhaohui Xue, Peijun Du, Hongjun Su, Shaoguang Zhou
Discriminative Sparse Representation for Hyperspectral Image Classification: A Semi-Supervised Perspective. Remote. Sens. 9 (4) (2017)
Zhaohui Xue, Peijun Du, Jun Li, Hongjun Su
Sparse Graph Regularization for Hyperspectral Remote Sensing Image Classification. IEEE Trans. Geosci. Remote. Sens. 55 (4) (2017)
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)
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) (2016)
Zhaohui Xue, Peijun Du, Jun Li, Hongjun Su
Simultaneous Sparse Graph Embedding for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 53 (11) (2015)
Peijun Du, Zhaohui Xue, Jun Li, Antonio Plaza
Learning Discriminative Sparse Representations for Hyperspectral Image Classification. IEEE J. Sel. Top. Signal Process. 9 (6) (2015)
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)
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) (2015)
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) (2014)
Zhaohui Xue, Peijun Du, Hongjun Su
Kernelized sparse graph-embedded dimensionality reduction for hyperspectral image classification. WHISPERS (2014)
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) (2014)
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) (2013)
Zhaohui Xue, Peijun Du, Hongjun Su
A novel classification technique for hyperspectral imagery based on Harmonic Analysis, SVM and PSO. WHISPERS (2013)
Zhaohui Xue, Peijun Du, Hongjun Su
Random subspace ensemble for hyperspectral imagery classification based on dictionary learned sparse representation. WHISPERS (2013)