Alim Samat
Alim Samat
Associate Prof., Xinjiang Institute of Ecology and Geography, CAS
Dirección de correo verificada de ms.xjb.ac.cn - Página principal
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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
2512015
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
1822014
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
1532017
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
902017
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
562016
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
352017
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
312015
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
302016
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
302015
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
292014
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
282020
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
252015
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
222017
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
222017
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
222016
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
212014
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
202018
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
172017
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
162018
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
162016
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Artículos 1–20