| Spatiotemporal Pattern of PM2.5 Concentrations in Mainland China and Analysis of Its Influencing Factors using Geographically Weighted Regression J Luo, P Du, A Samat, J Xia, M Che, Z Xue Scientific reports 7 (1), 40607, 2017 | 167 | 2017 |
| Advances of four machine learning methods for spatial data handling: A review P Du, X Bai, K Tan, Z Xue, A Samat, J Xia, E Li, H Su, W Liu Journal of Geovisualization and Spatial Analysis 4, 1-25, 2020 | 123 | 2020 |
| 高光谱遥感影像分类研究进展 杜培军， 夏俊士， 薛朝辉， 谭琨， 苏红军， 鲍蕊 遥感学报 20 (2), 236-256, 2021 | 98 | 2021 |
| Semisupervised stacked autoencoder with cotraining for hyperspectral image classification S Zhou, Z Xue, P Du IEEE Transactions on Geoscience and Remote Sensing 57 (6), 3813-3826, 2019 | 87 | 2019 |
| Multifeature dictionary learning for collaborative representation classification of hyperspectral imagery H Su, B Zhao, Q Du, P Du, Z Xue IEEE Transactions on Geoscience and Remote Sensing 56 (4), 2467-2484, 2018 | 80 | 2018 |
| Harmonic analysis for hyperspectral image classification integrated with PSO optimized SVM Z Xue, P Du, H Su IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2014 | 80 | 2014 |
| Phenology-driven land cover classification and trend analysis based on long-term remote sensing image series Z Xue, P Du, L Feng IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2014 | 78 | 2014 |
| Spectral–spatial classification of hyperspectral data via morphological component analysis-based image separation Z Xue, J Li, L Cheng, P Du IEEE Transactions on Geoscience and Remote Sensing 53 (1), 70-84, 2014 | 74 | 2014 |
| Attention-based second-order pooling network for hyperspectral image classification Z Xue, M Zhang, Y Liu, P Du IEEE Transactions on Geoscience and Remote Sensing 59 (11), 9600-9615, 2021 | 64 | 2021 |
| Simultaneous sparse graph embedding for hyperspectral image classification Z Xue, P Du, J Li, H Su IEEE Transactions on Geoscience and Remote Sensing 53 (11), 6114-6133, 2015 | 61 | 2015 |
| Learning discriminative sparse representations for hyperspectral image classification P Du, Z Xue, J Li, A Plaza IEEE Journal of Selected Topics in Signal Processing 9 (6), 1089-1104, 2015 | 60 | 2015 |
| S3Net: Spectral–spatial Siamese network for few-shot hyperspectral image classification Z Xue, Y Zhou, P Du IEEE Transactions on Geoscience and Remote Sensing 60, 1-19, 2022 | 41 | 2022 |
| Sparse graph regularization for hyperspectral remote sensing image classification Z Xue, P Du, J Li, H Su IEEE Transactions on Geoscience and Remote Sensing 55 (4), 2351-2366, 2017 | 41 | 2017 |
| A hybrid attention-aware fusion network (HAFNet) for building extraction from high-resolution imagery and LiDAR data P Zhang, P Du, C Lin, X Wang, E Li, Z Xue, X Bai Remote Sensing 12 (22), 3764, 2020 | 40 | 2020 |
| Local transformer with spatial partition restore for hyperspectral image classification Z Xue, Q Xu, M Zhang IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2022 | 39 | 2022 |
| Sparse graph regularization for robust crop mapping using hyperspectral remotely sensed imagery with very few in situ data Z Xue, P Du, J Li, H Su ISPRS Journal of Photogrammetry and Remote Sensing 124, 1-15, 2017 | 28 | 2017 |
| Active learning improved by neighborhoods and superpixels for hyperspectral image classification Z Xue, S Zhou, P Zhao IEEE Geoscience and Remote Sensing Letters 15 (3), 469-473, 2018 | 25 | 2018 |
| Spatio-temporal analysis of phenology in Yangtze River Delta based on MODIS NDVI time series from 2001 to 2015 Y Wang, Z Xue, J Chen, G Chen Frontiers of earth science 13, 92-110, 2019 | 22 | 2019 |
| Kernel supervised ensemble classifier for the classification of hyperspectral data using few labeled samples J Chen, J Xia, P Du, J Chanussot, Z Xue, X Xie Remote Sensing 8 (7), 601, 2016 | 18 | 2016 |
| Discriminative sparse representation for hyperspectral image classification: A semi-supervised perspective Z Xue, P Du, H Su, S Zhou Remote Sensing 9 (4), 386, 2017 | 17 | 2017 |
jun liChina University of Geosciences (Wuhan)Verified email at mail.sysu.edu.cn
