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Alim Samat
Alim Samat
Professor, Xinjiang Institute of Ecology and Geography, Chinese Academy of Sciences
Verified email at ms.xjb.ac.cn - Homepage
Title
Cited by
Cited by
Year
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
4652015
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
3022017
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 Remoteá…, 2014
2412014
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
1692017
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
1362020
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 Remoteá…, 2017
842017
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
772020
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
712016
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 Remoteá…, 2019
512019
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 Remoteá…, 2018
502018
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
502017
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
472017
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
472017
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 35á…, 2015
472015
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
462016
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
452020
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
452019
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 Remoteá…, 2016
442016
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
442015
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 Remoteá…, 2018
412018
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