Alim Samat
Alim Samat
Associate Prof., Xinjiang Institute of Ecology and Geography, CAS
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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
3122015
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
2032017
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
1982014
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
1152017
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
612016
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
522017
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
472020
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
342016
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
342015
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
322017
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
322015
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
Identifying the Key Information and Land Management Plans for Water Conservation under Dry Weather Conditions in the Border Areas of the Syr Darya River in Kazakhstan
S Yegemova, R Kumar, J Abuduwaili, L Ma, A Samat, G Issanova, Y Ge, ...
Water 2018 (10), 1754, 2018
272018
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
272017
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
272015
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
262018
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
262016
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
252020
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
242018
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
242017
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Artículos 1–20