| 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 | 251 | 2015 |
| 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 | 182 | 2014 |
| 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 | 153 | 2017 |
| 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 | 90 | 2017 |
| 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 | 56 | 2016 |
| 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 | 35 | 2017 |
| 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 | 31 | 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 | 30 | 2016 |
| 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 | 30 | 2015 |
| Polarimetric SAR image classification by boosted multiple-kernel extreme learning machines with polarimetric and spatial features P Du, A Samat, P Gamba, X Xie International Journal of Remote Sensing 35 (23), 7978-7990, 2014 | 29 | 2014 |
| 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 | 28 | 2020 |
| Information Fusion for Urban Road Extraction From VHR Optical Satellite Images Z Miao, W Shi, A Samat, G Lisini, P Gamba Selected Topics in Applied Earth Observations and Remote Sensing, IEEE …, 2015 | 25 | 2015 |
| 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 | 22 | 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 | 22 | 2017 |
| Geodesic flow kernel support vector machine for hyperspectral image classification by unsupervised subspace feature transfer A Samat, P Gamba, J Abuduwaili, S Liu, Z Miao Remote Sensing 8 (3), 234, 2016 | 22 | 2016 |
| Ensemble learning with multiple classifiers and polarimetric features for polarized SAR image classification A Samat, P Du, MHA Baig, S Chakravarty, L Cheng Photogrammetric Engineering & Remote Sensing 80 (3), 239-251, 2014 | 21 | 2014 |
| 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 | 20 | 2018 |
| Supervised and Semi-Supervised Multi-View Canonical Correlation Analysis Ensemble for Heterogeneous Domain Adaptation in Remote Sensing Image Classification A Samat, C Persello, P Gamba, S Liu, J Abuduwaili, E Li Remote Sensing 9 (4), 337, 2017 | 17 | 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 | 16 | 2018 |
| Jointly Informative and Manifold Structure Representative Sampling Based Active Learning for Remote Sensing Image Classification A Samat, P Gamba, S Liu, P Du, J Abuduwaili IEEE Transactions on Geoscience and Remote Sensing, 1-15, 2016 | 16 | 2016 |
Sicong LiuTongji University確認したメール アドレス: tongji.edu.cn
