| Random Forest and Rotation Forest for fully polarized SAR image classification using polarimetric and spatial features P Du, A Samat, B Waske, S Liu, Z Li ISPRS Journal of Photogrammetry and Remote Sensing, 38-53, 2015 | 487 | 2015 |
| Integrating Multilayer Features of Convolutional Neural Networks for Remote Sensing Scene Classification E Li, J Xia, P Du, C Lin, A Samat IEEE Transactions on Geoscience and Remote Sensing, 1-13, 2017 | 313 | 2017 |
| E2LMs: Ensemble Extreme Learning Machines for Hyperspectral Image Classification A Samat, P Du, S Liu, J Li, L Cheng IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2014 | 243 | 2014 |
| 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, 7:40607, 2017 | 174 | 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 (13), 1-25, 2020 | 156 | 2020 |
| Multiscale Morphological Compressed Change Vector Analysis for Unsupervised Multiple Change Detection S Liu, Q Du, X Tong, A Samat, L Bruzzone, F Bovolo IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2017 | 92 | 2017 |
| Meta-XGBoost for Hyperspectral Image Classification Using Extended MSER-Guided Morphological Profiles A Samat, E Li, W Wang, S Liu, C Lin, J Abuduwaili Remote Sensing 12 (1), 1973, 2020 | 86 | 2020 |
| Improved hyperspectral image classification by active learning using pre-designed mixed pixels A Samat, J Li, S Liu, P Du, Z Miao, J Luo Pattern Recognition 51, 43-58, 2016 | 72 | 2016 |
| Quantitative Soil Wind Erosion Potential Mapping for Central Asia Using the Google Earth Engine Platform W Wang, A Samat, Y Ge, L Ma, A Tuheti, S Zou, J Abuduwaili Remote Sensing 12 (1), 3430, 2020 | 56 | 2020 |
| Unsupervised Change Detection in Multispectral Remote Sensing Images via Spectral-Spatial Band Expansion S Liu, Q Du, X Tong, A Samat, L Bruzzone IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2019 | 56 | 2019 |
| A review on the research of modern aeolian dust in Central Asia H Shen, J Abuduwaili, A Samat, L Ma Arabian Journal of Geosciences 9, 1-16, 2016 | 55 | 2016 |
| System dynamics modeling of water level variations of Lake Issyk-Kul, Kyrgyzstan Y Alifujiang, J Abuduwaili, L Ma, A Samat, M Groll Water 9 (12), 989, 2017 | 53 | 2017 |
| Band selection-based dimensionality reduction for change detection in multi-temporal hyperspectral images S Liu, Q Du, X Tong, A Samat, H Pan, X Ma Remote Sensing 9 (10), 1008, 2017 | 53 | 2017 |
| Oil Spill Detection via Multitemporal Optical Remote Sensing Images: A Change Detection Perspective S Liu, M Chi, Y Zou, A Samat, JA Benediktsson, A Plaza IEEE Geoscience and Remote Sensing Letters, 2017 | 53 | 2017 |
| Feature and Model Level Fusion of Pretrained CNN for Remote Sensing Scene Classification P Du, E Li, J Xia, A Samat, X Bai IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2018 | 52 | 2018 |
| An automatic approach for urban land-cover classification from Landsat-8 OLI data E Li, P Du, A Samat, J Xia, M Che International Journal of Remote Sensing 36 (24), 5983-6007, 2015 | 51 | 2015 |
| Remote sensing-based land surface change identification and prediction in the Aral Sea bed, Central Asia H Shen, J Abuduwaili, L Ma, A Samat International journal of environmental science and technology 16, 2031-2046, 2019 | 49 | 2019 |
| Active extreme learning machines for quad-polarimetric SAR imagery classification A Samat, P Gamba, P Du, J Luo International Journal of Applied Earth Observation and Geoinformation 35 …, 2015 | 47 | 2015 |
| Mid-Level Feature Representation via Sparse Autoencoder for Remotely Sensed Scene Classification E Li, P Du, A Samat, Y Meng, M Che IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2016 | 45 | 2016 |
| Classification of VHR multispectral images using extratrees and maximally stable extremal region-guided morphological profile A Samat, C Persello, S Liu, E Li, Z Miao, J Abuduwaili IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2018 | 42 | 2018 |
Sicong LiuTongji UniversityVerified email at tongji.edu.cn