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 | 179 | 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 | 162 | 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 | 117 | 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 | 98 | 2019 |
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 | 88 | 2014 |
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 | 85 | 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 | 85 | 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 | 82 | 2021 |
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 | 75 | 2014 |
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 | 71 | 2022 |
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 | 67 | 2022 |
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 | 62 | 2015 |
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 |
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 | 58 | 2020 |
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 | 42 | 2017 |
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 | 32 | 2017 |
Multistage relation network with dual-metric for few-shot hyperspectral image classification J Zeng, Z Xue, L Zhang, Q Lan, M Zhang IEEE Transactions on Geoscience and Remote Sensing 61, 1-17, 2023 | 28 | 2023 |
DSR-GCN: Differentiated-scale restricted graph convolutional network for few-shot hyperspectral image classification Z Xue, Z Liu, M Zhang IEEE Transactions on Geoscience and Remote Sensing 61, 1-18, 2023 | 27 | 2023 |
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 | 26 | 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 | 25 | 2019 |